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Dependence maximization localization: a novel approach to 2D street-map-based robot localization.

, , and . Adv. Robotics, 30 (22): 1431-1445 (2016)

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Active Learning with Model Selection in Linear Regression., and . SDM, page 518-529. SIAM, (2008)Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics., , , and . CoRR, (2019)Mutual information approximation via maximum likelihood estimation of density ratio., , and . ISIT, page 463-467. IEEE, (2009)On Bayesian PCA: Automatic Dimensionality Selection and Analytic Solution., , and . ICML, page 497-504. Omnipress, (2011)Density Ratio Estimation: A New Versatile Tool for Machine Learning.. ACML, volume 5828 of Lecture Notes in Computer Science, page 6-9. Springer, (2009)A unified view of likelihood ratio and reparameterization gradients and an optimal importance sampling scheme., and . CoRR, (2019)Pool-based active learning in approximate linear regression., and . Mach. Learn., 75 (3): 249-274 (2009)Recent Advances and Trends in Large-Scale Kernel Methods., , , and . IEICE Trans. Inf. Syst., 92-D (7): 1338-1353 (2009)Computationally Efficient Multi-task Learning with Least-squares Probabilistic Classifiers., , and . IPSJ Trans. Comput. Vis. Appl., (2011)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)