On the detrimental effect of invariances in the likelihood for variational inference

15 September 2022

Papers citing "On the detrimental effect of invariances in the likelihood for variational inference"

4 / 4 papers shown

Title
The Empirical Impact of Reducing Symmetries on the Performance of Deep Ensembles and MoE Andrei Chernov Oleg Novitskij 48 0 0 24 Feb 2025
Variational Inference Failures Under Model Symmetries: Permutation Invariant Posteriors for Bayesian Neural Networks Yoav Gelberg Tycho F. A. van der Ouderaa Mark van der Wilk Y. Gal AAML 40 4 0 10 Aug 2024
Posterior Collapse and Latent Variable Non-identifiability Yixin Wang David M. Blei John P. Cunningham CML DRL 83 71 0 02 Jan 2023
On the Approximation and Complexity of Deep Neural Networks to Invariant Functions Gao Zhang Jin-Hui Wu Shao-Qun Zhang 16 0 0 27 Oct 2022