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distributional robustness

33 papers

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Also known as

DR

Co-occurring keywords · papers mentioning both

adversarial training (5) wasserstein distance (5) distribution shift (4) markov decision process (4) domain generalization (4) robust optimization (4) distributionally robust optimization (3) group fairness (3) adversarial example (3) neural network (3)

Papers

Distributional Robustness Loss for Long-Tail Learning ICCV 2021 Evaluating model performance under worst-case subpopulations NeurIPS 2021 Generalised Lipschitz Regularisation Equals Distributional Robustness ICML 2021 Risk-Averse Offline Reinforcement Learning ICLR 2021 Distributional Robustness with IPMs and links to Regularization and GANs NeurIPS 2020 Fairness for Robust Log Loss Classification AAAI 2020 In search of robust measures of generalization NeurIPS 2020 Distributionally Robust Markov Decision Processes NeurIPS 2010