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Disambiguation of "Hyvärinen, Aapo"

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Sparse and Low-Rank Estimation of Time-Varying Markov Networks with Alternating Direction Method of Multipliers.

, , and . ICONIP (1), volume 6443 of Lecture Notes in Computer Science, page 371-379. Springer, (2010)

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Nonlinear independent component analysis: Existence and uniqueness results., and . Neural Networks, 12 (3): 429-439 (1999)A unifying framework for natural image statistics: spatiotemporal activity bubbles., , and . Neurocomputing, (2004)Discovery of Non-gaussian Linear Causal Models using ICA., , , and . UAI, page 525-533. AUAI Press, (2005)Learning reconstruction and prediction of natural stimuli by a population of spiking neurons., and . ESANN, (2009)Causal Discovery with General Non-Linear Relationships using Non-Linear ICA., , and . UAI, volume 115 of Proceedings of Machine Learning Research, page 186-195. AUAI Press, (2019)New Permutation Algorithms for Causal Discovery Using ICA., , , , and . ICA, volume 3889 of Lecture Notes in Computer Science, page 115-122. Springer, (2006)Applications of neural blind separation to signal and image processing., , , , and . ICASSP, page 131-134. IEEE Computer Society, (1997)Independent Innovation Analysis for Nonlinear Vector Autoregressive Process., , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 1549-1557. PMLR, (2021)Independent component analysis: algorithms and applications., and . Neural Networks, 13 (4-5): 411-430 (2000)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)