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Locally Weighted Regression for Control.

, , , and . Encyclopedia of Machine Learning and Data Mining, Springer, (2017)

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Bayesian regression with input noise for high dimensional data., , and . ICML, volume 148 of ACM International Conference Proceeding Series, page 937-944. ACM, (2006)Learning an Outlier-Robust Kalman Filter., , and . ECML, volume 4701 of Lecture Notes in Computer Science, page 748-756. Springer, (2007)Learning to Track and Identify Players from Broadcast Sports Videos., , , and . IEEE Trans. Pattern Anal. Mach. Intell., 35 (7): 1704-1716 (2013)Identifying players in broadcast sports videos using conditional random fields., , , and . CVPR, page 3249-3256. IEEE Computer Society, (2011)Active Sequential Learning with Tactile Feedback., , and . AISTATS, volume 9 of JMLR Proceedings, page 677-684. JMLR.org, (2010)Active estimation of object dynamics parameters with tactile sensors., , and . IROS, page 916-921. IEEE, (2010)Learning attentional policies for tracking and recognition in video with deep networks., , , , and . ICML, page 937-944. Omnipress, (2011)A Bayesian Approach to Nonlinear Parameter Identification for Rigid Body Dynamics., , , , and . Robotics: Science and Systems, The MIT Press, (2006)A Kalman filter for robust outlier detection., , and . IROS, page 1514-1519. IEEE, (2007)