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Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective

Michael Eli Sander, Joan Puigcerver, Josip Djolonga, Gabriel Peyré, Mathieu Blondel. Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 29919-29936, PMLR, 2023. [doi]

Authors

Michael Eli Sander

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Joan Puigcerver

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Josip Djolonga

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Gabriel Peyré

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Mathieu Blondel

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