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Density Ratio Estimation: A New Versatile Tool for Machine Learning.. ACML, volume 5828 of Lecture Notes in Computer Science, page 6-9. Springer, (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)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)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)Mutual information approximation via maximum likelihood estimation of density ratio., , and . ISIT, page 463-467. IEEE, (2009)A Diffusion Theory for Deep Learning Dynamics: Stochastic Gradient Descent Escapes From Sharp Minima Exponentially Fast., , and . CoRR, (2020)Polynomial-time Algorithms for Combinatorial Pure Exploration with Full-bandit Feedback., , , , and . CoRR, (2019)Pool-based active learning in approximate linear regression., and . Mach. Learn., 75 (3): 249-274 (2009)LFD-ProtoNet: Prototypical Network Based on Local Fisher Discriminant Analysis for Few-shot Learning., , and . CoRR, (2020)Analytic Optimization of Shrinkage Parameters Based on Regularized Subspace Information Criterion., and . IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 89-A (8): 2216-2225 (2006)