Homomorphism AutoEncoder - Learning Group Structured Representations from Observed Transitions

Hamza Keurti, Hsiao-Ru Pan, Michel Besserve, Benjamin F. Grewe, Bernhard Schölkopf. Homomorphism AutoEncoder - Learning Group Structured Representations from Observed Transitions. 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 16190-16215, PMLR, 2023. [doi]

Authors

Hamza Keurti

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Hsiao-Ru Pan

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Michel Besserve

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Benjamin F. Grewe

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Bernhard Schölkopf

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