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Mode-Seeking Clustering and Density Ridge Estimation via Direct Estimation of Density-Derivative-Ratios.

, , , , and . J. Mach. Learn. Res., (2017)

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A Fast Fixed-Point Algorithm for Independent Component Analysis, and . Neural Computation, (1997)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)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)A unifying framework for natural image statistics: spatiotemporal activity bubbles., , and . Neurocomputing, (2004)Nonlinear independent component analysis: Existence and uniqueness results., and . Neural Networks, 12 (3): 429-439 (1999)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)