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SPLICE: Fully Tractable Hierarchical Extension of ICA with Pooling.

, , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 1491-1500. PMLR, (2017)

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A Fast Fixed-Point Algorithm for Independent Component Analysis, and . Neural Computation, (1997)A unifying framework for natural image statistics: spatiotemporal activity bubbles., , and . Neurocomputing, (2004)A Two-Layer ICA-Like Model Estimated by Score Matching., and . ICANN (2), volume 4669 of Lecture Notes in Computer Science, page 798-807. Springer, (2007)Nonlinear ICA of Temporally Dependent Stationary Sources., and . AISTATS, volume 54 of Proceedings of Machine Learning Research, page 460-469. PMLR, (2017)Extracting Coactivated Features from Multiple Data Sets., and . ICANN (1), volume 6791 of Lecture Notes in Computer Science, page 323-330. Springer, (2011)Independent component analysis: algorithms and applications., and . Neural Networks, 13 (4-5): 411-430 (2000)Nonlinear independent component analysis: Existence and uniqueness results., and . Neural Networks, 12 (3): 429-439 (1999)Causal Autoregressive Flows., , , and . CoRR, (2020)DirectLiNGAM: A Direct Method for Learning a Linear Non-Gaussian Structural Equation Model., , , , , , , and . J. Mach. Learn. Res., (2011)Identifiable Feature Learning for Spatial Data with Nonlinear ICA., , , and . CoRR, (2023)