Machine Learning And Robust Optimization

June 15, 2026
Media Summary: Please find more details about the seminar on our webpage: Stefanie Jegelka, Professor at MIT, presents recent work on robust

Machine Learning And Robust Optimization - Detailed Analysis & Overview

Please find more details about the seminar on our webpage: Stefanie Jegelka, Professor at MIT, presents recent work on robust

Photo Gallery

Frauke Liers - (Data-driven) distributional robustness over time: How to 'learn' relevant uncertai..
Esther Julien - Machine Learning for K-adaptability in Two-stage Robust Optimization (ROW Talk)
Marc Goerigk - Scenario Reduction for Robust Optimization with Discrete Uncertainty (ROW Talk)
Martin Schmidt - The Connections Between Bilevel and Robust Optimization (ROW Talk)
Bo Zeng - A Study of Distributionally Robust Optimization from Primal Perspective
Robust optimization
Marco C. Campi - Data-Driven Robust Optimization (ROW Talk)
Robust Learning via Robust Optimization - Stefanie Jegelka
Donato Maragno - Finding regions of counterfactual explanations via robust optimization (ROW Talk)
Machine Learning and Robust Optimization, Fengqi You, Cornell University
Daniel Kuhn: "Wasserstein Distributionally Robust Optimization: Theory and Applications in Machi..."
Justin Dumouchelle - Neur2RO: Neural Two-Stage Robust Optimization (ROW Talk)

Related Security Resources

Frauke Liers - (Data-driven) distributional robustness over time: How to 'learn' relevant uncertai.. Esther Julien - Machine Learning for K-adaptability in Two-stage Robust Optimization (ROW Talk) Marc Goerigk - Scenario Reduction for Robust Optimization with Discrete Uncertainty (ROW Talk) Martin Schmidt - The Connections Between Bilevel and Robust Optimization (ROW Talk) Bo Zeng - A Study of Distributionally Robust Optimization from Primal Perspective Robust optimization Marco C. Campi - Data-Driven Robust Optimization (ROW Talk) Robust Learning via Robust Optimization - Stefanie Jegelka Which Live Streaming Platform Reigns Supreme: Yalla Live Vs Viber Your Favorite Kora Star TV Shows May Be Hiding A Dark Secret Why Live Your Best Life Is A Recipe For Burnout And 5 Unexpected Solutions To Fix It Uncovering Yalla Live's Hidden Potential For Streamers And Sports Fans Why Your Competitors Are Using Kora Live (But You're Not) Unlock The Power Of Daily Habits: A Kora365 Success Story You Won't Believe The Surprising Link Between Yalla Goal And Your Mental Health From Streets To Stadiums The Inspiring Rise Of Yalla Kora Culture In Egyptian Football
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Frauke Liers - (Data-driven) distributional robustness over time: How to 'learn' relevant uncertai..

Frauke Liers - (Data-driven) distributional robustness over time: How to 'learn' relevant uncertai..

Please find more details about the seminar on our webpage: https://sites.google.com/view/row-series/home.

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

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.

Marc Goerigk - Scenario Reduction for Robust Optimization with Discrete Uncertainty (ROW Talk)

Marc Goerigk - Scenario Reduction for Robust Optimization with Discrete Uncertainty (ROW Talk)

Please find more details about the seminar on our webpage: https://sites.google.com/view/row-series/home.

Martin Schmidt - The Connections Between Bilevel and Robust Optimization (ROW Talk)

Martin Schmidt - The Connections Between Bilevel and Robust Optimization (ROW Talk)

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

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

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

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

Robust optimization

Robust optimization

This video gives an introduction to

Marco C. Campi - Data-Driven Robust Optimization (ROW Talk)

Marco C. Campi - Data-Driven Robust Optimization (ROW Talk)

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

Robust Learning via Robust Optimization - Stefanie Jegelka

Robust Learning via Robust Optimization - Stefanie Jegelka

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

Donato Maragno - Finding regions of counterfactual explanations via robust optimization (ROW Talk)

Donato Maragno - Finding regions of counterfactual explanations via robust optimization (ROW Talk)

Please find more details about the seminar on our webpage: https://sites.google.com/view/row-series/home.

Machine Learning and Robust Optimization, Fengqi You, Cornell University

Machine Learning and Robust Optimization, Fengqi You, Cornell University

When

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

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

Intersections between Control,

Justin Dumouchelle - Neur2RO: Neural Two-Stage Robust Optimization (ROW Talk)

Justin Dumouchelle - Neur2RO: Neural Two-Stage Robust Optimization (ROW Talk)

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

Optimization for Deep Learning (Momentum, RMSprop, AdaGrad, Adam)

Optimization for Deep Learning (Momentum, RMSprop, AdaGrad, Adam)

Here we cover six