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Generalization Analysis for Contrastive Representation Learning

Yunwen Lei, Tianbao Yang, Yiming Ying, Ding-Xuan Zhou. Generalization Analysis for Contrastive Representation Learning. 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 19200-19227, PMLR, 2023. [doi]

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