Collision Probability Matching Loss for Disentangling Epistemic Uncertainty from Aleatoric Uncertainty

Hiromi Narimatsu, Mayuko Ozawa, Shiro Kumano. Collision Probability Matching Loss for Disentangling Epistemic Uncertainty from Aleatoric Uncertainty. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 11355-11370, PMLR, 2023. [doi]

Abstract

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