Causal Representation Learning from General Environments under Nonparametric Mixing

Ignavier Ng, Shaoan Xie, Xinshuai Dong, Peter Spirtes, Kun Zhang 0001. Causal Representation Learning from General Environments under Nonparametric Mixing. In Yingzhen Li, Stephan Mandt, Shipra Agrawal 0001, Mohammad Emtiyaz Khan, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2025, Mai Khao, Thailand, 3-5 May 2025. Volume 258 of Proceedings of Machine Learning Research, pages 3700-3708, PMLR, 2025. [doi]

Abstract

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