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robust optimization

306 papers

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Also known as

RO DYRO

Co-occurring keywords

adversarial training (1261) adversarial robustness (1335) markov decision process (788) adversarial learning (1592) adversarial attack (1599) neural network (6616) reinforcement learning (4122) outlier detection (318) robust markov decision process (29) policy optimization (630)

Papers

On the Design of Loss Functions for Classification: theory, robustness to outliers, and SavageBoost NIPS 2008
Robust Submodular Observation Selection JMLR 2008
Robust Regression and Lasso NIPS 2008
Computing Robust Counter-Strategies NIPS 2007
The Robustness-Performance Tradeoff in Markov Decision Processes NIPS 2006
Second Order Cone Programming Formulations for Feature Selection JMLR 2004