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https://openreview.net/forum?id=u4QXJbcvx8u Laplace Approximation Based Epistemic Uncertainty Estimation in 3D Object Detection | OpenReview In this work, we tailor Laplace approximation for 3D object detection, and propose solutions in Fisher approximation, Bayesian inference, and weight prior... laplace approximationepistemic uncertainty3d objectbased https://openreview.net/forum?id=bFcqKvi4A9&referrer=%5Bthe%20profile%20of%20Maksim%20Zhdanov%5D(%2Fprofile%3Fid%3D~Maksim_Zhdanov2) Unveiling Empirical Pathologies of Laplace Approximation for Uncertainty Estimation | OpenReview Uncertainty estimation is crucial in safety-critical applications, where robust out-of-distribution (OOD) detection is essential. Traditional Bayesian methods,... laplace approximationuncertainty estimationunveilingempiricalpathologies https://en.wikipedia.org/wiki/Laplace%27s_approximation Laplace's approximation - Wikipedia laplace s approximationwikipedia https://jmlr.org/papers/v26/24-0944.html Laplace Meets Moreau: Smooth Approximation to Infimal Convolutions Using Laplace's Method smooth approximationlaplacemeetsmoreau