Deep Learning In Robust Optimization

Deep Learning in Robust Optimization

Deep learning

Robust Learning via Robust Optimization - Stefanie Jegelka

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

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

Intersections between Control,

Building upon MIP and non smooth optimization to learn robust deep neural networks

It is well known that

Robust optimization

This video gives an introduction to

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

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Irina Wang - Fast Online Distributionally Robust Optimization via Data Compression

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

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

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Robust Optimization (Q&A) | Lecture 19 (Part 3) | Applied Deep Learning (Supplementary)

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Daniel Kuhn: Data-driven and Distributionally Robust Optimization and Applications -- Part 1/2

Speaker: Daniel Kuhn (EPFL) Event: DTU CEE Summer School 2018 on "Modern

Dimitris Bertsimas - Robust Optimization with Information Theory Inspired Uncertainty Sets and...

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Daniel Kuhn - Wasserstein Distributionally Robust Optimization with Heterogeneous Data Sources

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

Robust Optimization (Continued) | Lecture 24 (Part 1) | Applied Deep Learning

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