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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

Understanding and Increasing Efficiency of Frank-Wolfe Adversarial Training CVPR 2022
Robust $\phi$-Divergence MDPs NIPS 2022
RID-Noise: Towards Robust Inverse Design under Noisy Environments AAAI 2022
Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors NIPS 2022
Robust Streaming PCA NIPS 2022
Robust Rent Division NIPS 2022
Efficient Robust Training via Backward Smoothing AAAI 2022
Randomized Stochastic Gradient Descent Ascent AISTATS 2022
Toward Efficient Robust Training against Union of $\ell_p$ Threat Models NIPS 2022
Robust Bayesian recourse UAI 2022
Robust expected information gain for optimal Bayesian experimental design using ambiguity sets UAI 2022
On provably robust meta-Bayesian optimization UAI 2022
The Geometry of Robust Value Functions ICML 2022
Stable Classification JMLR 2022
Distributionally Robust $Q$-Learning ICML 2022
Unsupervised Anomaly Detection by Robust Density Estimation AAAI 2022
Max-Min Grouped Bandits AAAI 2022
Policy Learning for Robust Markov Decision Process with a Mismatched Generative Model AAAI 2022
RISE: Robust Individualized Decision Learning with Sensitive Variables NIPS 2022
Robust Optimization As Data Augmentation for Large-Scale Graphs CVPR 2022
Semantically Distributed Robust Optimization for Vision-and-Language Inference ACL 2022
Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification NIPS 2022
Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks With Implicit Gradients CVPR 2022
Enhancing Adversarial Training With Second-Order Statistics of Weights CVPR 2022
Robust Optimal Classification Trees against Adversarial Examples AAAI 2022