Gaussian variational approximation with sparse precision matrices

18 May 2016

Papers citing "Gaussian variational approximation with sparse precision matrices"

7 / 7 papers shown

Title
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models Yibin Wang H. Shi Ligong Han Dimitris N. Metaxas Hao Wang BDL UQLM 110 6 0 28 Jan 2025
Batch, match, and patch: low-rank approximations for score-based variational inference Chirag Modi Diana Cai Lawrence K. Saul BDL 37 1 0 29 Oct 2024
Provably Scalable Black-Box Variational Inference with Structured Variational Families Joohwan Ko Kyurae Kim W. Kim Jacob R. Gardner BDL 27 2 0 19 Jan 2024
Provable convergence guarantees for black-box variational inference Justin Domke Guillaume Garrigos Robert Mansel Gower 18 18 0 04 Jun 2023
Variational Bayesian Approximation of Inverse Problems using Sparse Precision Matrices Jan Povala Ieva Kazlauskaite Eky Febrianto F. Cirak Mark Girolami 26 22 0 22 Oct 2021
A practical tutorial on Variational Bayes Minh-Ngoc Tran Trong-Nghia Nguyen Viet-Hung Dao BDL 17 38 0 01 Mar 2021
Variational Inference for Generalized Linear Mixed Models Using Partially Noncentered Parametrizations Linda S. L. Tan David J. Nott 43 49 0 17 May 2012