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Uncertainty-aware Safe Exploratory Planning using Gaussian Process and Neural Control Contraction Metric.

, , , and . CoRR, (2021)

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Nonparametric Two-Sample Testing by Betting., and . IEEE Trans. Inf. Theory, 70 (2): 1178-1203 (February 2024)A permutation-free kernel two-sample test., , and . NeurIPS, (2022)A Permutation-Free Kernel Independence Test., , and . J. Mach. Learn. Res., (2023)Species Tree Estimation Using ASTRAL: How Many Genes Are Enough?, , and . RECOMB, volume 10229 of Lecture Notes in Computer Science, page 393-395. (2017)Instance Dependent Regret Analysis of Kernelized Bandits., and . ICML, volume 162 of Proceedings of Machine Learning Research, page 19747-19772. PMLR, (2022)Multiscale Gaussian Process Level Set Estimation., and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 3283-3291. PMLR, (2019)Active Learning for Classification with Abstention., , and . ISIT, page 2801-2806. IEEE, (2020)Reducing sequential change detection to sequential estimation., and . ICML, OpenReview.net, (2024)Sequential change detection via backward confidence sequences., and . CoRR, (2023)On the near-optimality of betting confidence sets for bounded means., and . CoRR, (2023)