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Geometry-aware stationary subspace analysis.

, , and . ACML, volume 63 of JMLR Workshop and Conference Proceedings, page 430-444. JMLR.org, (2016)

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Active Learning with Model Selection in Linear Regression., and . SDM, page 518-529. SIAM, (2008)nu-support vector machine as conditional value-at-risk minimization., and . ICML, volume 307 of ACM International Conference Proceeding Series, page 1056-1063. ACM, (2008)Mutual information approximation via maximum likelihood estimation of density ratio., , and . ISIT, page 463-467. IEEE, (2009)Learning Discrete Representations via Information Maximizing Self-Augmented Training., , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 1558-1567. PMLR, (2017)Estimating Density Ridges by Direct Estimation of Density-Derivative-Ratios., , and . AISTATS, volume 54 of Proceedings of Machine Learning Research, page 204-212. PMLR, (2017)Bias Reduction and Metric Learning for Nearest-Neighbor Estimation of Kullback-Leibler Divergence., , , , , and . AISTATS, volume 33 of JMLR Workshop and Conference Proceedings, page 669-677. JMLR.org, (2014)Density Ratio Estimation: A New Versatile Tool for Machine Learning.. ACML, volume 5828 of Lecture Notes in Computer Science, page 6-9. Springer, (2009)On Bayesian PCA: Automatic Dimensionality Selection and Analytic Solution., , and . ICML, page 497-504. Omnipress, (2011)A Diffusion Theory for Deep Learning Dynamics: Stochastic Gradient Descent Escapes From Sharp Minima Exponentially Fast., , and . CoRR, (2020)Pool-based active learning in approximate linear regression., and . Mach. Learn., 75 (3): 249-274 (2009)