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Concept Bottleneck Models.

, , , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 5338-5348. PMLR, (2020)

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DataComp: In search of the next generation of multimodal datasets., , , , , , , , , and 24 other author(s). CoRR, (2023)Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models., , , , , , , , and . CoRR, (2024)Are aligned neural networks adversarially aligned?, , , , , , , , , and 1 other author(s). CoRR, (2023)Reliable, Adaptable, and Attributable Language Models with Retrieval., , , , , , and . CoRR, (2024)On Random Weights and Unsupervised Feature Learning., , , , , and . ICML, page 1089-1096. Omnipress, (2011)Understanding Black-box Predictions via Influence Functions., and . ICML, volume 70 of Proceedings of Machine Learning Research, page 1885-1894. PMLR, (2017)Selective Classification Can Magnify Disparities Across Groups., , , , and . CoRR, (2020)Concept Bottleneck Models., , , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 5338-5348. PMLR, (2020)Out-of-Domain Robustness via Targeted Augmentations., , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 10800-10834. PMLR, (2023)Learning Deep Energy Models., , , and . ICML, page 1105-1112. Omnipress, (2011)