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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

Efficient Robust Training via Backward Smoothing AAAI 2022
Robust Streaming PCA NIPS 2022
Robust Rent Division NIPS 2022
Residual-Based Sampling for Online Outlier-Robust PCA ICML 2022
Robustness and Accuracy Could Be Reconcilable by (Proper) Definition ICML 2022
Robust Optimization As Data Augmentation for Large-Scale Graphs CVPR 2022
Toward Efficient Robust Training against Union of $\ell_p$ Threat Models NIPS 2022
Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization ICML 2022
Unsupervised Anomaly Detection by Robust Density Estimation AAAI 2022
Robustification of Online Graph Exploration Methods AAAI 2022
Spectral Representation of Robustness Measures for Optimization Under Input Uncertainty ICML 2022
Policy Learning for Robust Markov Decision Process with a Mismatched Generative Model AAAI 2022
Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification NIPS 2022
Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors NIPS 2022
Robustness in Multi-Objective Submodular Optimization: a Quantile Approach ICML 2022
Robust Subset Selection by Greedy and Evolutionary Pareto Optimization IJCAI 2022
Class-Aware Robust Adversarial Training for Object Detection CVPR 2021
Stochastic Linear Bandits Robust to Adversarial Attacks AISTATS 2021
Robustness and scalability under heavy tails, without strong convexity AISTATS 2021
Robust Bandit Learning with Imperfect Context AAAI 2021
AdvRush: Searching for Adversarially Robust Neural Architectures ICCV 2021
On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization ICML 2021
Adversarially Robust Low Dimensional Representations COLT 2021
Defending SVMs against poisoning attacks: the hardness and DBSCAN approach UAI 2021
Adversarial Robustness with Semi-Infinite Constrained Learning NIPS 2021