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Deep Nets Don't Learn via Memorization., , , , , , , , and . ICLR (Workshop), OpenReview.net, (2017)A Generative Model of Symmetry Transformations., , , , , , , and . CoRR, (2024)Harms from Increasingly Agentic Algorithmic Systems., , , , , , , , , and 12 other author(s). FAccT, page 651-666. ACM, (2023)Active Reinforcement Learning: Observing Rewards at a Cost., , , and . CoRR, (2020)Black-Box Access is Insufficient for Rigorous AI Audits., , , , , , , , , and 11 other author(s). FAccT, page 2254-2272. ACM, (2024)Foundational Challenges in Assuring Alignment and Safety of Large Language Models., , , , , , , , , and 28 other author(s). CoRR, (2024)Broken Neural Scaling Laws., , , and . ICLR, OpenReview.net, (2023)Out-of-Distribution Generalization via Risk Extrapolation (REx)., , , , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 5815-5826. PMLR, (2021)Nested LSTMs, and . (2018)cite arxiv:1801.10308Comment: Accepted at ACML 2017.Regularizing RNNs by Stabilizing Activations., and . ICLR, (2016)