Robust Optimization Using Machine Learning

Robust Learning via Robust Optimization - Stefanie Jegelka

Stefanie Jegelka, Professor at MIT, presents recent work on robust

Robust optimization

This video gives an introduction to

Robust Optimization using Machine Learning for Uncertainty Sets

Talk abstract: Our goal is to build

Esther Julien - Machine Learning for K-adaptability in Two-stage Robust Optimization (ROW Talk)

More information on our webpage: https://sites.google.com/view/row-series/home.

Machine Learning and Robust Optimization, Fengqi You, Cornell University

When

Robust Optimization | Lecture 23 (Part 2) | Applied Deep Learning

Towards Deep

Steps Toward Robust Artificial Intelligence: Thomas G Dietterich, Oregon State University

Professor Dietterich is Distinguished Professor (Emeritus) and Director of Intelligent Systems at Oregon State...

Daniel Kuhn: "Wasserstein Distributionally Robust Optimization: Theory and Applications in Machi..."

Intersections between Control,

Phebe Vayanos, Robust Optimization & Sequential Decision-Making

... you need to know about

Anton Medvedev - Finite Adaptability in Robust Optimization: Asymptotic Optimality and Tractability

More information on our webpage: https://sites.google.com/view/row-series/home.

Bo Zeng - A Study of Distributionally Robust Optimization from Primal Perspective

More information on our webpage: https://sites.google.com/view/row-series/home.

Irina Wang - Fast Online Distributionally Robust Optimization via Data Compression

More infos on our webpage: https://sites.google.com/view/row-series/home.

【EP11】Improving Robustness to Distribution Shifts: Methods and Benchmarks

computervision **Title** Improving