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Distributionally robust neural networks for group shifts: On the importance of regularization for worst-case generalization

, , , and . International Conference on Learning Representations (ICLR), (2020)

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Strategies for Pre-training Graph Neural Networks, , , , , , and . arXiv:1905.12265 cs, stat, (February 2020)arXiv: 1905.12265.Distributionally robust neural networks for group shifts: On the importance of regularization for worst-case generalization, , , and . International Conference on Learning Representations (ICLR), (2020)FrAngel: component-based synthesis with control structures., , and . Proc. ACM Program. Lang., 3 (POPL): 73:1-73:29 (2019)Stronger data poisoning attacks break data sanitization defenses., , and . Mach. Learn., 111 (1): 1-47 (2022)Learning Autocomplete Systems as a Communication Game., , and . CoRR, (2019)Certified Defenses against Adversarial Examples., , and . ICLR (Poster), OpenReview.net, (2018)Language-Driven Representation Learning for Robotics., , , , , , and . Robotics: Science and Systems, (2023)Synthesizing program input grammars., , , and . PLDI, page 95-110. ACM, (2017)CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model Capabilities., , and . CHI, page 388:1-388:19. ACM, (2022)Generative Agents: Interactive Simulacra of Human Behavior., , , , , and . UIST, page 2:1-2:22. ACM, (2023)