├── README.md ├── assets └── img │ └── ie521.png └── lecture_slides ├── IE521-lecture-1-convex-sets.pdf ├── IE521-lecture-10-solving-convex-programs.pdf ├── IE521-lecture-11-ellipsoid-method.pdf ├── IE521-lecture-12-conic-programs.pdf ├── IE521-lecture-13-conic-duality.pdf ├── IE521-lecture-14-SDP-relaxation.pdf ├── IE521-lecture-15-CVX-tutorial.pdf ├── IE521-lecture-16-IPM-self-concordance.pdf ├── IE521-lecture-17-IPM-Newton-method.pdf ├── IE521-lecture-18-IPM-path-following-scheme.pdf ├── IE521-lecture-19-IPM-conic-programs.pdf ├── IE521-lecture-2-convex-geometry.pdf ├── IE521-lecture-20-subgradient-method.pdf ├── IE521-lecture-21-bundle-methods.pdf ├── IE521-lecture-22-constrained-subgradient-methods.pdf ├── IE521-lecture-23-dual-methods.pdf ├── IE521-lecture-3-separation-theorems.pdf ├── IE521-lecture-4-convex-functions.pdf ├── IE521-lecture-5-convex-functions-II.pdf ├── IE521-lecture-6-subgradients.pdf ├── IE521-lecture-7-convex-conjuate.pdf ├── 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