├── .gitignore ├── LICENSE ├── README.md ├── code ├── bmc_expected_variance.m ├── bmc_expected_variance_next.m ├── bmc_next_sample.m ├── bmc_sequential_sample.m ├── demo.m ├── herding_loss.m ├── herding_loss_next.m ├── herding_next_sample.m ├── herding_sequential_sample.m ├── mix_gaussians_draw.m ├── mix_gaussians_pdf.m ├── prior_variance_mix.m ├── readme.txt └── yutian_mixture.mat ├── paper ├── figures │ ├── bound_curve_rkhs.pdf │ ├── bound_curve_rkhs_400.pdf │ ├── bq_intro.pdf │ ├── bq_intro4.pdf │ ├── error_curve_expectations.pdf │ ├── error_curve_outmodel_2.pdf │ ├── error_curve_outmodel_400.pdf │ ├── error_curve_outmodel_400_v2.pdf │ ├── error_curve_outmodel_400_v3.pdf │ ├── error_curve_rkhs.pdf │ ├── error_curve_rkhs_400.pdf │ ├── error_curve_rkhs_400_v2.pdf │ ├── error_curve_rkhs_400_v3.pdf │ ├── error_curve_rkhs_400_v4.pdf │ ├── expected_variance_v1.pdf │ ├── expected_variance_v2.pdf │ ├── expected_variance_v3.pdf │ ├── expected_variance_v4.pdf │ ├── expected_variance_v4_1000.pdf │ ├── expected_variance_v5_300.pdf │ ├── expected_variance_v6_300.pdf │ ├── expected_variance_v7_400.pdf │ ├── expected_variance_v7_500.pdf │ ├── fig1.pdf │ ├── fig1_v2.pdf │ ├── lovers2.png │ ├── weights.pdf │ ├── weights_shrinkage.pdf │ ├── weights_v1_n100.pdf │ ├── weights_v1_n34.pdf │ └── weights_v1_n67.pdf ├── herding-bmc.bbl ├── herding-bmc.pdf ├── herding-bmc.tex ├── herding.bib ├── herding_arxiv.bib ├── icml-workshop-submission.tex ├── icml2012.bst ├── preamble.sty └── proceed2e.sty └── talks ├── connections.bib ├── connections.pdf ├── connections.tex ├── connections_talk.tex ├── connections_talk2.pdf ├── connections_talk2.tex ├── figures ├── FerencHuszar.jpg ├── bound_curve_rkhs.pdf ├── bound_curve_rkhs_400.pdf ├── bq_buildup │ ├── buildup_noZ0.pdf │ ├── buildup_noZ1.pdf │ ├── buildup_noZ2.pdf │ ├── buildup_noZ3.pdf │ ├── buildup_noZ4.pdf │ ├── buildup_noZ5.pdf │ ├── buildup_nosamps0.pdf │ ├── buildup_nosamps1.pdf │ ├── buildup_nosamps2.pdf │ ├── buildup_nosamps3.pdf │ ├── buildup_nosamps4.pdf │ ├── buildup_nosamps5.pdf │ ├── buildup_samps0.pdf │ ├── buildup_samps1.pdf │ ├── buildup_samps2.pdf │ ├── buildup_samps3.pdf │ ├── buildup_samps4.pdf │ └── buildup_samps5.pdf ├── bq_intro4.pdf ├── d_profile2.png ├── error_curve_expectations.pdf ├── error_curve_outmodel_400_v3.pdf ├── error_curve_rkhs_400_v4.pdf ├── ev_oaat1.svg ├── expected_variance_v7_400.pdf ├── expected_variance_v7_400_no0.pdf ├── expected_variance_v7_400_no1.pdf ├── expected_variance_v7_400_no2.pdf ├── fig1.pdf ├── fisherbayes │ ├── bayes.jpg │ ├── fisher.jpg │ ├── hearts.jpg │ ├── lovers.xcf │ ├── lovers2.png │ └── lovers2.xcf ├── herd_movie │ ├── herd1.png │ ├── herd10.png │ ├── herd11.png │ ├── herd12.png │ ├── herd13.png │ ├── herd14.png │ ├── herd15.png │ ├── herd16.png │ ├── herd17.png │ ├── herd18.png │ ├── herd19.png │ ├── herd2.png │ ├── herd20.png │ ├── herd3.png │ ├── herd4.png │ ├── herd5.png │ ├── herd6.png │ ├── herd7.png │ ├── herd8.png │ ├── herd9.png │ ├── v2herd1.png │ ├── v2herd10.png │ ├── v2herd11.png │ ├── v2herd12.png │ ├── v2herd13.png │ ├── v2herd14.png │ ├── v2herd15.png │ ├── v2herd16.png │ ├── v2herd17.png │ ├── v2herd18.png │ ├── v2herd19.png │ ├── v2herd2.png │ ├── v2herd20.png │ ├── v2herd3.png │ ├── v2herd4.png │ ├── v2herd5.png │ ├── v2herd6.png │ ├── v2herd7.png │ ├── v2herd8.png │ └── v2herd9.png ├── kh_samples.png ├── kh_samples_legend.pdf ├── loggp_buildup │ ├── lgb1.pdf │ ├── lgb2.pdf │ ├── lgb3.pdf │ ├── lgb4.pdf │ ├── lgb5.pdf │ ├── lgb_skinny1.pdf │ ├── lgb_skinny2.pdf │ ├── lgb_skinny3.pdf │ ├── lgb_skinny4.pdf │ └── lgb_skinny5.pdf ├── profile5.png ├── samples │ ├── 1d_prior_samples_0.pdf │ ├── 1d_prior_samples_1.pdf │ ├── 1d_prior_samples_2.pdf │ ├── 1d_prior_samples_3.pdf │ ├── 1d_prior_samples_4.pdf │ ├── herd_sample.pdf │ ├── mc_sample.pdf │ └── no_sample.pdf ├── weights.pdf ├── weights_shrinkage.pdf └── weights_v1_n100.pdf ├── harvard_tea_talk.pdf ├── harvard_tea_talk.tex └── style ├── BeamerJL.tex ├── cambridge_crest.pdf ├── icml2013.bst ├── icml2013.sty ├── nips12submit_e.sty └── preamble.sty /.gitignore: -------------------------------------------------------------------------------- 1 | *.swp 2 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/README.md -------------------------------------------------------------------------------- /code/bmc_expected_variance.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/code/bmc_expected_variance.m -------------------------------------------------------------------------------- /code/bmc_expected_variance_next.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/code/bmc_expected_variance_next.m -------------------------------------------------------------------------------- /code/bmc_next_sample.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/code/bmc_next_sample.m -------------------------------------------------------------------------------- /code/bmc_sequential_sample.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/code/bmc_sequential_sample.m -------------------------------------------------------------------------------- /code/demo.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/code/demo.m -------------------------------------------------------------------------------- /code/herding_loss.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/code/herding_loss.m -------------------------------------------------------------------------------- /code/herding_loss_next.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/code/herding_loss_next.m -------------------------------------------------------------------------------- /code/herding_next_sample.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/code/herding_next_sample.m -------------------------------------------------------------------------------- /code/herding_sequential_sample.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/code/herding_sequential_sample.m -------------------------------------------------------------------------------- /code/mix_gaussians_draw.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/code/mix_gaussians_draw.m -------------------------------------------------------------------------------- /code/mix_gaussians_pdf.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/code/mix_gaussians_pdf.m -------------------------------------------------------------------------------- /code/prior_variance_mix.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/code/prior_variance_mix.m -------------------------------------------------------------------------------- /code/readme.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/code/readme.txt -------------------------------------------------------------------------------- /code/yutian_mixture.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/code/yutian_mixture.mat -------------------------------------------------------------------------------- /paper/figures/bound_curve_rkhs.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/bound_curve_rkhs.pdf -------------------------------------------------------------------------------- /paper/figures/bound_curve_rkhs_400.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/bound_curve_rkhs_400.pdf -------------------------------------------------------------------------------- /paper/figures/bq_intro.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/bq_intro.pdf -------------------------------------------------------------------------------- /paper/figures/bq_intro4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/bq_intro4.pdf -------------------------------------------------------------------------------- /paper/figures/error_curve_expectations.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/error_curve_expectations.pdf -------------------------------------------------------------------------------- /paper/figures/error_curve_outmodel_2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/error_curve_outmodel_2.pdf -------------------------------------------------------------------------------- /paper/figures/error_curve_outmodel_400.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/error_curve_outmodel_400.pdf -------------------------------------------------------------------------------- /paper/figures/error_curve_outmodel_400_v2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/error_curve_outmodel_400_v2.pdf -------------------------------------------------------------------------------- /paper/figures/error_curve_outmodel_400_v3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/error_curve_outmodel_400_v3.pdf -------------------------------------------------------------------------------- /paper/figures/error_curve_rkhs.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/error_curve_rkhs.pdf -------------------------------------------------------------------------------- /paper/figures/error_curve_rkhs_400.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/error_curve_rkhs_400.pdf -------------------------------------------------------------------------------- /paper/figures/error_curve_rkhs_400_v2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/error_curve_rkhs_400_v2.pdf -------------------------------------------------------------------------------- /paper/figures/error_curve_rkhs_400_v3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/error_curve_rkhs_400_v3.pdf -------------------------------------------------------------------------------- /paper/figures/error_curve_rkhs_400_v4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/error_curve_rkhs_400_v4.pdf -------------------------------------------------------------------------------- /paper/figures/expected_variance_v1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/expected_variance_v1.pdf -------------------------------------------------------------------------------- /paper/figures/expected_variance_v2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/expected_variance_v2.pdf -------------------------------------------------------------------------------- /paper/figures/expected_variance_v3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/expected_variance_v3.pdf -------------------------------------------------------------------------------- /paper/figures/expected_variance_v4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/expected_variance_v4.pdf -------------------------------------------------------------------------------- /paper/figures/expected_variance_v4_1000.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/expected_variance_v4_1000.pdf -------------------------------------------------------------------------------- /paper/figures/expected_variance_v5_300.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/expected_variance_v5_300.pdf -------------------------------------------------------------------------------- /paper/figures/expected_variance_v6_300.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/expected_variance_v6_300.pdf -------------------------------------------------------------------------------- /paper/figures/expected_variance_v7_400.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/expected_variance_v7_400.pdf -------------------------------------------------------------------------------- /paper/figures/expected_variance_v7_500.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/expected_variance_v7_500.pdf -------------------------------------------------------------------------------- /paper/figures/fig1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/fig1.pdf -------------------------------------------------------------------------------- /paper/figures/fig1_v2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/fig1_v2.pdf -------------------------------------------------------------------------------- /paper/figures/lovers2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/lovers2.png -------------------------------------------------------------------------------- /paper/figures/weights.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/weights.pdf -------------------------------------------------------------------------------- /paper/figures/weights_shrinkage.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/weights_shrinkage.pdf -------------------------------------------------------------------------------- /paper/figures/weights_v1_n100.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/weights_v1_n100.pdf -------------------------------------------------------------------------------- /paper/figures/weights_v1_n34.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/weights_v1_n34.pdf -------------------------------------------------------------------------------- /paper/figures/weights_v1_n67.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/figures/weights_v1_n67.pdf -------------------------------------------------------------------------------- /paper/herding-bmc.bbl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/herding-bmc.bbl -------------------------------------------------------------------------------- /paper/herding-bmc.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/herding-bmc.pdf -------------------------------------------------------------------------------- /paper/herding-bmc.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/herding-bmc.tex -------------------------------------------------------------------------------- /paper/herding.bib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/herding.bib -------------------------------------------------------------------------------- /paper/herding_arxiv.bib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/herding_arxiv.bib -------------------------------------------------------------------------------- /paper/icml-workshop-submission.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/icml-workshop-submission.tex -------------------------------------------------------------------------------- /paper/icml2012.bst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/icml2012.bst -------------------------------------------------------------------------------- /paper/preamble.sty: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/preamble.sty -------------------------------------------------------------------------------- /paper/proceed2e.sty: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/paper/proceed2e.sty -------------------------------------------------------------------------------- /talks/connections.bib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/connections.bib -------------------------------------------------------------------------------- /talks/connections.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/connections.pdf -------------------------------------------------------------------------------- /talks/connections.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/connections.tex -------------------------------------------------------------------------------- /talks/connections_talk.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/connections_talk.tex -------------------------------------------------------------------------------- /talks/connections_talk2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/connections_talk2.pdf -------------------------------------------------------------------------------- /talks/connections_talk2.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/connections_talk2.tex -------------------------------------------------------------------------------- /talks/figures/FerencHuszar.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/FerencHuszar.jpg -------------------------------------------------------------------------------- /talks/figures/bound_curve_rkhs.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bound_curve_rkhs.pdf -------------------------------------------------------------------------------- /talks/figures/bound_curve_rkhs_400.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bound_curve_rkhs_400.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_noZ0.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_noZ0.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_noZ1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_noZ1.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_noZ2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_noZ2.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_noZ3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_noZ3.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_noZ4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_noZ4.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_noZ5.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_noZ5.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_nosamps0.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_nosamps0.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_nosamps1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_nosamps1.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_nosamps2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_nosamps2.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_nosamps3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_nosamps3.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_nosamps4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_nosamps4.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_nosamps5.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_nosamps5.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_samps0.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_samps0.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_samps1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_samps1.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_samps2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_samps2.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_samps3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_samps3.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_samps4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_samps4.pdf -------------------------------------------------------------------------------- /talks/figures/bq_buildup/buildup_samps5.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_buildup/buildup_samps5.pdf -------------------------------------------------------------------------------- /talks/figures/bq_intro4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/bq_intro4.pdf -------------------------------------------------------------------------------- /talks/figures/d_profile2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/d_profile2.png -------------------------------------------------------------------------------- /talks/figures/error_curve_expectations.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/error_curve_expectations.pdf -------------------------------------------------------------------------------- /talks/figures/error_curve_outmodel_400_v3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/error_curve_outmodel_400_v3.pdf -------------------------------------------------------------------------------- /talks/figures/error_curve_rkhs_400_v4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/error_curve_rkhs_400_v4.pdf -------------------------------------------------------------------------------- /talks/figures/ev_oaat1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/ev_oaat1.svg -------------------------------------------------------------------------------- /talks/figures/expected_variance_v7_400.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/expected_variance_v7_400.pdf -------------------------------------------------------------------------------- /talks/figures/expected_variance_v7_400_no0.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/expected_variance_v7_400_no0.pdf -------------------------------------------------------------------------------- /talks/figures/expected_variance_v7_400_no1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/expected_variance_v7_400_no1.pdf -------------------------------------------------------------------------------- /talks/figures/expected_variance_v7_400_no2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/expected_variance_v7_400_no2.pdf -------------------------------------------------------------------------------- /talks/figures/fig1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/fig1.pdf -------------------------------------------------------------------------------- /talks/figures/fisherbayes/bayes.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/fisherbayes/bayes.jpg -------------------------------------------------------------------------------- /talks/figures/fisherbayes/fisher.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/fisherbayes/fisher.jpg -------------------------------------------------------------------------------- /talks/figures/fisherbayes/hearts.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/fisherbayes/hearts.jpg -------------------------------------------------------------------------------- /talks/figures/fisherbayes/lovers.xcf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/fisherbayes/lovers.xcf -------------------------------------------------------------------------------- /talks/figures/fisherbayes/lovers2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/fisherbayes/lovers2.png -------------------------------------------------------------------------------- /talks/figures/fisherbayes/lovers2.xcf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/fisherbayes/lovers2.xcf -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd1.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd10.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd10.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd11.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd11.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd12.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd12.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd13.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd13.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd14.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd14.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd15.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd15.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd16.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd16.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd17.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd17.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd18.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd18.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd19.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd19.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd2.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd20.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd20.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd3.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd4.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd5.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd6.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd7.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd7.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd8.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd8.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/herd9.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/herd9.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd1.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd10.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd10.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd11.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd11.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd12.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd12.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd13.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd13.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd14.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd14.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd15.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd15.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd16.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd16.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd17.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd17.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd18.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd18.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd19.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd19.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd2.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd20.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd20.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd3.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd4.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd5.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd6.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd7.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd7.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd8.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd8.png -------------------------------------------------------------------------------- /talks/figures/herd_movie/v2herd9.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/herd_movie/v2herd9.png -------------------------------------------------------------------------------- /talks/figures/kh_samples.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/kh_samples.png -------------------------------------------------------------------------------- /talks/figures/kh_samples_legend.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/kh_samples_legend.pdf -------------------------------------------------------------------------------- /talks/figures/loggp_buildup/lgb1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/loggp_buildup/lgb1.pdf -------------------------------------------------------------------------------- /talks/figures/loggp_buildup/lgb2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/loggp_buildup/lgb2.pdf -------------------------------------------------------------------------------- /talks/figures/loggp_buildup/lgb3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/loggp_buildup/lgb3.pdf -------------------------------------------------------------------------------- /talks/figures/loggp_buildup/lgb4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/loggp_buildup/lgb4.pdf -------------------------------------------------------------------------------- /talks/figures/loggp_buildup/lgb5.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/loggp_buildup/lgb5.pdf -------------------------------------------------------------------------------- /talks/figures/loggp_buildup/lgb_skinny1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/loggp_buildup/lgb_skinny1.pdf -------------------------------------------------------------------------------- /talks/figures/loggp_buildup/lgb_skinny2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/loggp_buildup/lgb_skinny2.pdf -------------------------------------------------------------------------------- /talks/figures/loggp_buildup/lgb_skinny3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/loggp_buildup/lgb_skinny3.pdf -------------------------------------------------------------------------------- /talks/figures/loggp_buildup/lgb_skinny4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/loggp_buildup/lgb_skinny4.pdf -------------------------------------------------------------------------------- /talks/figures/loggp_buildup/lgb_skinny5.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/loggp_buildup/lgb_skinny5.pdf -------------------------------------------------------------------------------- /talks/figures/profile5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/profile5.png -------------------------------------------------------------------------------- /talks/figures/samples/1d_prior_samples_0.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/samples/1d_prior_samples_0.pdf -------------------------------------------------------------------------------- /talks/figures/samples/1d_prior_samples_1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/samples/1d_prior_samples_1.pdf -------------------------------------------------------------------------------- /talks/figures/samples/1d_prior_samples_2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/samples/1d_prior_samples_2.pdf -------------------------------------------------------------------------------- /talks/figures/samples/1d_prior_samples_3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/samples/1d_prior_samples_3.pdf -------------------------------------------------------------------------------- /talks/figures/samples/1d_prior_samples_4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/samples/1d_prior_samples_4.pdf -------------------------------------------------------------------------------- /talks/figures/samples/herd_sample.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/samples/herd_sample.pdf -------------------------------------------------------------------------------- /talks/figures/samples/mc_sample.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/samples/mc_sample.pdf -------------------------------------------------------------------------------- /talks/figures/samples/no_sample.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/samples/no_sample.pdf -------------------------------------------------------------------------------- /talks/figures/weights.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/weights.pdf -------------------------------------------------------------------------------- /talks/figures/weights_shrinkage.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/weights_shrinkage.pdf -------------------------------------------------------------------------------- /talks/figures/weights_v1_n100.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/figures/weights_v1_n100.pdf -------------------------------------------------------------------------------- /talks/harvard_tea_talk.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/harvard_tea_talk.pdf -------------------------------------------------------------------------------- /talks/harvard_tea_talk.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/harvard_tea_talk.tex -------------------------------------------------------------------------------- /talks/style/BeamerJL.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/style/BeamerJL.tex -------------------------------------------------------------------------------- /talks/style/cambridge_crest.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/style/cambridge_crest.pdf -------------------------------------------------------------------------------- /talks/style/icml2013.bst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/style/icml2013.bst -------------------------------------------------------------------------------- /talks/style/icml2013.sty: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/style/icml2013.sty -------------------------------------------------------------------------------- /talks/style/nips12submit_e.sty: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/style/nips12submit_e.sty -------------------------------------------------------------------------------- /talks/style/preamble.sty: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/duvenaud/herding-paper/HEAD/talks/style/preamble.sty --------------------------------------------------------------------------------