2019 TutORial: Wasserstein Distributionally Robust Optimization Published 2019-11-05 Download video MP4 360p Recommendations 1:24:19 2019 TutORial: Health System Innovation 38:54 Phebe Vayanos, Robust Optimization & Sequential Decision-Making 1:03:51 Mathematical Foundations of Robust and Distributionally Robust Optimization 1:27:32 2019 TutORial: Recent Advances in Multiarmed Bandits for Sequential Decision Making 1:01:16 Daniel Kuhn: "Wasserstein Distributionally Robust Optimization: Theory and Applications in Machi..." 15:20 Estimating the Wasserstein Metric - Jonathan Niles-Weed 11:48 StatQuest: t-SNE, Clearly Explained 09:36 Robust optimization 1:39:18 Daniel Kuhn: Data-driven and Distributionally Robust Optimization and Applications -- Part 2/2 30:53 Warren Powell, "Stochastic Optimization Challenges in Energy" 33:49 Distributional Robustness, Learning, and Empirical Likelihood 10:06 Monte Carlo Simulation 19:29 Introduction to Distributionally Robust Optimization 1:27:05 INFORMS TutORial: Bayesian Optimization 23:47 Gaussian Processes 1:18:16 Daniel Kuhn: Data-driven and Distributionally Robust Optimization and Applications -- Part 1/2 28:17 Spectral Graph Theory For Dummies 2:42:05 Antonio J. Conejo: Adaptive Robust Optimization and its Applications to Power Systems 18:25 The Wasserstein Metric a.k.a Earth Mover's Distance: A Quick and Convenient Introduction Similar videos 1:22:25 Wasserstein distributionally robust optimization:computation, regularization and statistics 1:04:39 Statistical Analysis of Wasserstein Distributionally Robust Estimators 29:58 Robust Learning via Robust Optimization - Stefanie Jegelka 21:43 Data-driven distributionally robust optimization with MOSEK 1:05:09 From Moderate Deviations Theory to Distributionally Robust Optimization: Correlated Data 27:49 Simge Küçükyavuz - Distributionally Robust Chance-Constrained Programs under Wasserstein Ambiguity 54:33 Jianqiang Cheng (U Arizona) Approximated Distributionally Robust Optimization 1:10:37 Johanna Mathieu: Data‐Driven Distributionally Robust Optimization 13:56 Robustness - Optimization Under Uncertainty 1:30:40 2019 TutORial: Data Driven Methods for MDPs with Parameter Uncertainty 59:16 Stochastics and Statistics Seminar - Jose Blanchet 1:07:27 Prior Robust Optimization More results