Variational Inference with Gaussian Score Matching

15 July 2023

Papers citing "Variational Inference with Gaussian Score Matching"

10 / 10 papers shown

Title
Proper scoring rules for estimation and forecast evaluation Kartik Waghmare Johanna Ziegel AI4TS 145 0 0 02 Apr 2025
Batch, match, and patch: low-rank approximations for score-based variational inference Chirag Modi Diana Cai Lawrence K. Saul BDL 65 1 0 29 Oct 2024
Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold Hoang Phuc Hau Luu Hanlin Yu Bernardo Williams Marcelo Hartmann Arto Klami DRL 104 0 0 03 Oct 2024
A Unified Perspective on Natural Gradient Variational Inference with Gaussian Mixture Models Oleg Arenz Philipp Dahlinger Zihan Ye Michael Volpp Gerhard Neumann 69 15 0 23 Sep 2022
Markovian Score Climbing: Variational Inference with KL(p\|\|q) C. A. Naesseth Fredrik Lindsten David M. Blei 140 54 0 23 Mar 2020
Provable Gradient Variance Guarantees for Black-Box Variational Inference Justin Domke DRL 29 21 0 19 Jun 2019
A Review of automatic differentiation and its efficient implementation C. Margossian 44 312 0 12 Nov 2018
Pyro: Deep Universal Probabilistic Programming Eli Bingham Jonathan P. Chen M. Jankowiak F. Obermeyer Neeraj Pradhan Theofanis Karaletsos Rohit Singh Paul A. Szerlip Paul Horsfall Noah D. Goodman BDL GP 111 1,043 0 18 Oct 2018
Expectation Propagation for approximate Bayesian inference T. Minka 125 1,906 0 10 Jan 2013
Stochastic Variational Inference Matt Hoffman David M. Blei Chong-Jun Wang John Paisley BDL 215 2,616 0 29 Jun 2012