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Scalable Set Encoding with Universal Mini-Batch Consistency and Unbiased Full Set Gradient Approximation

Jeffrey Willette, Seanie Lee, Bruno Andreis, Kenji Kawaguchi, Juho Lee 0001, Sung Ju Hwang. Scalable Set Encoding with Universal Mini-Batch Consistency and Unbiased Full Set Gradient Approximation. 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 37008-37041, PMLR, 2023. [doi]

Authors

Jeffrey Willette

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Seanie Lee

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Bruno Andreis

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Kenji Kawaguchi

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Juho Lee 0001

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Sung Ju Hwang

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