CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information

Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin. CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 1779-1788, PMLR, 2020. [doi]

Authors

Pengyu Cheng

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Weituo Hao

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Shuyang Dai

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Jiachang Liu

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Zhe Gan

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Lawrence Carin

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