← Keywords

robust optimization

306 papers

Explore in graph

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

Robust Learning for Data Poisoning Attacks ICML 2021
Generalised Lipschitz Regularisation Equals Distributional Robustness ICML 2021
Fast Training of Provably Robust Neural Networks by SingleProp AAAI 2021
Adversarial Training and Provable Robustness: A Tale of Two Objectives AAAI 2021
Sageflow: Robust Federated Learning against Both Stragglers and Adversaries NIPS 2021
Training Over-parameterized Models with Non-decomposable Objectives NIPS 2021
Defending SVMs against poisoning attacks: the hardness and DBSCAN approach UAI 2021
Adversarially Robust Low Dimensional Representations COLT 2021
Robustness and scalability under heavy tails, without strong convexity AISTATS 2021
Stochastic Linear Bandits Robust to Adversarial Attacks AISTATS 2021
Integrated Defense for Resilient Graph Matching ICML 2021
Monotonic Robust Policy Optimization with Model Discrepancy ICML 2021
Out-of-Distribution Generalization via Risk Extrapolation (REx) ICML 2021
Fundamental Tradeoffs in Distributionally Adversarial Training ICML 2021
Outlier-Robust Optimal Transport ICML 2021
AdvRush: Searching for Adversarially Robust Neural Architectures ICCV 2021
Stable Adversarial Learning under Distributional Shifts AAAI 2021
Robust Bandit Learning with Imperfect Context AAAI 2021
Observation-Free Attacks on Stochastic Bandits NIPS 2021
Twice regularized MDPs and the equivalence between robustness and regularization NIPS 2021
Convex-Concave Min-Max Stackelberg Games NIPS 2021
RoMA: Robust Model Adaptation for Offline Model-based Optimization NIPS 2021
DSRNA: Differentiable Search of Robust Neural Architectures CVPR 2021
Adversarial Robustness with Semi-Infinite Constrained Learning NIPS 2021
Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Training NIPS 2021