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