Robust Optimization Using Machine Learning For Uncertainty Sets

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Overview of Robust Optimization Using Machine Learning For Uncertainty Sets

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Core Information

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

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History

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

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Conformal uncertainty sets for robust optimization

Leonardo Lozano-Integer robust optimization problems with integer decision-dependent uncertainty set

Robust optimization

Robust Learning via Robust Optimization - Stefanie Jegelka

Contextual Selection of Conformal Uncertainty Sets for Conditional Robust Optimization

Abhilash Chenreddy - Data driven conditional uncertainty sets

From Moderate Deviations Theory to Distributionally Robust Optimization: Correlated Data

Fine-Tuned Robust Optimization: Attaining Robustness and Targeting Ideality

Wasserstein distributionally robust optimization:computation, regularization and statistics

Qi Zhang: A Unified Framework for Adjustable Robust Optimization with Endogenous Uncertainty

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

Detailed Analysis

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Last Updated: September 26, 2026

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Summary

Talk abstract: Our goal is to build For more information on the webinar you can to our mailings list calendar on ... Please find more details about the seminar on our webpage: sites.google.com/view/row-series/home. (1er octobre 2021 / October 1st, 2021) Atelier ... our random parameters that we Leonardo Lozano - University of Cincinnati Solving integer This video gives an introduction to Stefanie Jegelka, Professor at MIT, presents recent work on robust Speaker: Prof. Haojie Ren Time: 14:00 (GMT), Feb 19, 2025 Abstract In decision-making under Abhilash Chenreddy (PhD, HEC Montréal) Supervision: Erick Delage Full title: From Moderate Deviations Theory to Distributionally Highlight: Whenever you have a mathematical model, you give inputs, and the model returns outputs. But how do you better ... Professor Gao Rui's academic report in Chinese. Abstract: Wasserstein distributionally Abstract: This work proposes a framework for multistage adjustable

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