Learning Structured Latent Factors from Dependent Data: A Generative Model Framework from Information-Theoretic Perspective

Ruixiang Zhang, Masanori Koyama, Katsuhiko Ishiguro. Learning Structured Latent Factors from Dependent Data: A Generative Model Framework from Information-Theoretic Perspective. 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 11141-11152, PMLR, 2020. [doi]

Abstract

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