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Robustness to Spurious Correlations via Human Annotations.

, , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 9109-9119. PMLR, (2020)

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Inferring Multidimensional Rates of Aging from Cross-Sectional Data., , , , , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 97-107. PMLR, (2019)Prediction with a short memory., , , and . STOC, page 1074-1087. ACM, (2018)Convexified Convolutional Neural Networks., , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 4044-4053. PMLR, (2017)Tensor Factorization via Matrix Factorization., , and . AISTATS, volume 38 of JMLR Workshop and Conference Proceedings, JMLR.org, (2015)On the Learnability of Watermarks for Language Models., , , and . CoRR, (2023)Ecosystem Graphs: The Social Footprint of Foundation Models., , , , and . CoRR, (2023)AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback., , , , , , , , and . CoRR, (2023)On the Societal Impact of Open Foundation Models., , , , , , , , , and 15 other author(s). CoRR, (2024)Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training., , , , and . CoRR, (2023)WILDS: A Benchmark of in-the-Wild Distribution Shifts., , , , , , , , , and 6 other author(s). CoRR, (2020)