Tag: annealing

Annealing in variational inference mitigates mode collapse: A theoretical study on Gaussian mixtures arXiv:2602.12923v1 Announce Type: new Abstract: Mode collapse, the failure to capture one or more modes when targetting a multimodal distribution, is a central challenge in modern variational inference. In this work, we provide a mathematical analysis of annealing based strategies for mitigating…