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Fast Function to Function Regression.

, , , , , , and . AISTATS, volume 38 of JMLR Workshop and Conference Proceedings, JMLR.org, (2015)

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Influence Functions for Machine Learning: Nonparametric Estimators for Entropies, Divergences and Mutual Informations., , , , and . CoRR, (2014)Cautious Deep Learning., , and . CoRR, (2018)Independent subspace analysis using geodesic spanning trees., and . ICML, volume 119 of ACM International Conference Proceeding Series, page 673-680. ACM, (2005)On the Estimation of alpha-Divergences., and . AISTATS, volume 15 of JMLR Proceedings, page 609-617. JMLR.org, (2011)Bayesian Nonparametric Kernel-Learning., , , , , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 1078-1086. JMLR.org, (2016)Undercomplete Blind Subspace Deconvolution Via Linear Prediction., , and . ECML, volume 4701 of Lecture Notes in Computer Science, page 740-747. Springer, (2007)Multi-fidelity Bayesian Optimisation with Continuous Approximations., , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 1799-1808. PMLR, (2017)High Dimensional Bayesian Optimisation and Bandits via Additive Models., , and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 295-304. JMLR.org, (2015)REGO: Rank-based Estimation of Renyi Information using Euclidean Graph Optimization., , and . AISTATS, volume 9 of JMLR Proceedings, page 605-612. JMLR.org, (2010)Learning Theory for Distribution Regression., , , and . J. Mach. Learn. Res., (2016)