Quasi-Monte Carlo Variational Inference

Quasi-Monte Carlo Variational Inference

4 July 2018

Alexander K. Buchholz

Papers citing "Quasi-Monte Carlo Variational Inference"

13 / 13 papers shown

Title
Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold Hoang Phuc Hau Luu Hanlin Yu Bernardo Williams Marcelo Hartmann Arto Klami DRL 46 0 0 03 Oct 2024
You Only Accept Samples Once: Fast, Self-Correcting Stochastic Variational Inference Dominic B. Dayta TPM BDL 32 0 0 05 Jun 2024
Provable convergence guarantees for black-box variational inference Justin Domke Guillaume Garrigos Robert Mansel Gower 25 18 0 04 Jun 2023
Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models Luke Vilnis Yury Zemlyanskiy Patrick C. Murray Alexandre Passos Sumit Sanghai 62 9 0 18 Oct 2022
Continuous Mixtures of Tractable Probabilistic Models Alvaro H. C. Correia G. Gala Erik Quaeghebeur Cassio de Campos Robert Peharz TPM 19 18 0 21 Sep 2022
Subgroup-based Rank-1 Lattice Quasi-Monte Carlo Yueming Lyu Yuan. Yuan Ivor W. Tsang 23 4 0 29 Oct 2020
Effectively Unbiased FID and Inception Score and where to find them Min Jin Chong David A. Forsyth EGVM 13 200 0 16 Nov 2019
BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization Maximilian Balandat Brian Karrer Daniel R. Jiang Sam Daulton Benjamin Letham A. Wilson E. Bakshy 32 93 0 14 Oct 2019
Monte Carlo Gradient Estimation in Machine Learning S. Mohamed Mihaela Rosca Michael Figurnov A. Mnih 45 400 0 25 Jun 2019
Divide and Couple: Using Monte Carlo Variational Objectives for Posterior Approximation Justin Domke Daniel Sheldon 24 18 0 24 Jun 2019
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation Théo Galy-Fajou F. Wenzel Christian Donner Manfred Opper 25 29 0 23 May 2019
Good Initializations of Variational Bayes for Deep Models Simone Rossi Pietro Michiardi Maurizio Filippone BDL 17 21 0 18 Oct 2018
Advances in Variational Inference Cheng Zhang Judith Butepage Hedvig Kjellström Stephan Mandt BDL 38 684 0 15 Nov 2017