Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation

Yu Chen, Wei Deng, Shikai Fang, Fengpei Li, Nicole Tianjiao Yang, Yikai Zhang, Kashif Rasul, Shandian Zhe, Anderson Schneider, Yuriy Nevmyvaka. Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation. 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 4485-4513, PMLR, 2023. [doi]

Authors

Yu Chen

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Wei Deng

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Shikai Fang

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Fengpei Li

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Nicole Tianjiao Yang

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Yikai Zhang

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Kashif Rasul

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Shandian Zhe

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Anderson Schneider

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Yuriy Nevmyvaka

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