Variational Inference for Uncertainty Quantification: an Analysis of Trade-offs

20 March 2024

Papers citing "Variational Inference for Uncertainty Quantification: an Analysis of Trade-offs"

5 / 5 papers shown

Title
Variational Inference in Location-Scale Families: Exact Recovery of the Mean and Correlation Matrix C. Margossian Lawrence K. Saul 28 1 0 14 Oct 2024
Black Box Variational Inference with a Deterministic Objective: Faster, More Accurate, and Even More Black Box Ryan Giordano Martin Ingram Tamara Broderick 56 12 0 11 Apr 2023
Pathfinder: Parallel quasi-Newton variational inference Lu Zhang Bob Carpenter A. Gelman Aki Vehtari 41 40 0 09 Aug 2021
On the Difficulty of Unbiased Alpha Divergence Minimization Tomas Geffner Justin Domke 44 18 0 19 Oct 2020
MCMC using Hamiltonian dynamics Radford M. Neal 176 3,260 0 09 Jun 2012