Stochastic Optimization Courses
USC Probability and Statistics Seminar via YouTube Limitations of Stochastic Selection with Pairwise Independent Priors
Google TechTalks via YouTube Differentially Private Online-to-Batch Conversion for Stochastic Optimization
Google TechTalks via YouTube Revisiting Inexact Fixed-Point Iterations for Min-Max Problems - Stochasticity and Cohypomonotonicity
Erwin Schrödinger International Institute for Mathematics and Physics (ESI) via YouTube Stochastic Algorithms for Constrained Continuous Optimization
Erwin Schrödinger International Institute for Mathematics and Physics (ESI) via YouTube Sample Size Estimates for Risk-Neutral Semilinear PDE-Constrained Optimization
Erwin Schrödinger International Institute for Mathematics and Physics (ESI) via YouTube Error Bounds for Mean-Payoff Markov Decision Processes
Erwin Schrödinger International Institute for Mathematics and Physics (ESI) via YouTube Monte Carlo Guided Diffusion for Bayesian Linear Inverse Problems
Centre International de Rencontres Mathématiques via YouTube Shuffling-based Stochastic Optimization Methods: Bridging the Theory-practice Gap
Max Planck Science via YouTube Trade-off Between Optimality and Explainability in Machine Learning Models
Toronto Machine Learning Series (TMLS) via YouTube