Notes


Just some stuff I find interesting/useful/can't remember. Permanently WIP

Nonlinear Optimization
Convexity theory, extensions, applications. Descent, trust region, interior point, and ellipsoid methods. Non-convex continuous optimization. Combines CO 463/466/471 (+ my own commentary).

Linear Algebra
Anthology of various linear algebra theorems I can't remember. Focuses on stuff useful for optimization/machine learning. To be uploaded.

Other cool stuff I want to get better at: PĆ³lya enumeration (and other counting stuff). Differential Geometry. Spectral graph theory.




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