Algorithm Design Courses
Simons Institute via YouTube A Stochastic Newton Algorithm for Distributed Convex Optimization
Simons Institute via YouTube Exploiting Geometric Structure in Matrix-Valued Optimization
Simons Institute via YouTube Short-Flat Decompositions and Faster Algorithms for Linear Inverse Problems
Simons Institute via YouTube IPM and Nested Dissection for Planar and Separable LPs
Simons Institute via YouTube Randomized Linear Algebra for Interior Point Methods
Simons Institute via YouTube Robust Gradient Descent - Agnostically Estimating an Unknown Affine Transformation
Simons Institute via YouTube Instance Optimal Iterative Methods for Matrix Function Approximation
Simons Institute via YouTube Robust Learning of a Single Neuron via Sharpness
Simons Institute via YouTube Tight Bounds for Active LP Regression and Beyond
Simons Institute via YouTube