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Training Classifiers with Natural Language Explanations.

, , , , , and . ACL (1), page 1884-1895. Association for Computational Linguistics, (2018)

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Inferring Generative Model Structure with Static Analysis, , , , , , and . Advances in neural information processing systems, page 240--250. (2017)Low-Precision Random Fourier Features for Memory-Constrained Kernel Approximation., , , and . CoRR, (2018)Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems., , and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 2332-2341. JMLR.org, (2015)Toward a Noncommutative Arithmetic-geometric Mean Inequality: Conjectures, Case-studies, and Consequences., and . COLT, volume 23 of JMLR Proceedings, page 11.1-11.24. JMLR.org, (2012)Towards a unified architecture for in-RDBMS analytics., , , and . SIGMOD Conference, page 325-336. ACM, (2012)Accelerated Stochastic Power Iteration., , , , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 58-67. PMLR, (2018)Learning Mixed-Curvature Representations in Product Spaces., , , and . ICLR (Poster), OpenReview.net, (2019)Learning Fast Algorithms for Linear Transforms Using Butterfly Factorizations., , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 1517-1527. PMLR, (2019)FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness., , , , and . NeurIPS, (2022)Contrastive Adapters for Foundation Model Group Robustness., and . NeurIPS, (2022)