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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

Towards Robustness to Natural Variations and Distribution Shift (Student Abstract) AAAI 2024
Robust Losses for Decision-Focused Learning IJCAI 2024
Revisiting Adversarial Training at Scale CVPR 2024
Robust Variational Autoencoding with Wasserstein Penalty for Novelty Detection AISTATS 2023
Unbalanced CO-optimal Transport AAAI 2023
NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing ACL 2023
Robust Temporal Smoothness in Multi-Task Learning AAAI 2023
Towards Building More Robust Models with Frequency Bias ICCV 2023
Robust Satisficing MDPs ICML 2023
Advancing Example Exploitation Can Alleviate Critical Challenges in Adversarial Training ICCV 2023
Robust Sequence Networked Submodular Maximization AAAI 2023
Use perturbations when learning from explanations NIPS 2023
CDMA: A Practical Cross-Device Federated Learning Algorithm for General Minimax Problems AAAI 2023
Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations NIPS 2023
Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program AAAI 2023
Robust distillation for worst-class performance: on the interplay between teacher and student objectives UAI 2023
Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples ICML 2023
Tighter Robust Upper Bounds for Options via No-Regret Learning AAAI 2023
Better Diffusion Models Further Improve Adversarial Training ICML 2023
A Robust Optimisation Perspective on Counterexample-Guided Repair of Neural Networks ICML 2023
Wasserstein distributional robustness of neural networks NIPS 2023
Towards Robust and Safe Reinforcement Learning with Benign Off-policy Data ICML 2023
Robustness Guarantees for Adversarially Trained Neural Networks NIPS 2023
Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation CVPR 2023
Strong and Precise Modulation of Human Percepts via Robustified ANNs NIPS 2023