Hamiltonian Variational Auto-Encoder

Hamiltonian Variational Auto-Encoder

29 May 2018

Anthony L. Caterini

Dino Sejdinovic

Papers citing "Hamiltonian Variational Auto-Encoder"

17 / 17 papers shown

Title
Bayesian Computation in Deep Learning Wenlong Chen Bolian Li Ruqi Zhang Yingzhen Li BDL 75 0 0 25 Feb 2025
Low-Dimensional Representation-Driven TSK Fuzzy System for Feature Selection Qiong Liu Mingjie Cai Qingguo Li 68 0 0 22 Jan 2025
Reparameterized Variational Rejection Sampling M. Jankowiak Du Phan DRL BDL 16 1 0 26 Sep 2023
Variational Inference for Longitudinal Data Using Normalizing Flows Clément Chadebec S. Allassonnière BDL DRL 24 1 0 24 Mar 2023
Optimization of Annealed Importance Sampling Hyperparameters Shirin Goshtasbpour F. Pérez-Cruz 21 1 0 27 Sep 2022
A Geometric Perspective on Variational Autoencoders Clément Chadebec S. Allassonnière DRL 24 21 0 15 Sep 2022
MixFlows: principled variational inference via mixed flows Zuheng Xu Na Chen Trevor Campbell 55 8 0 16 May 2022
Alleviating Adversarial Attacks on Variational Autoencoders with MCMC Anna Kuzina Max Welling Jakub M. Tomczak AAML DRL 31 12 0 18 Mar 2022
Bayesian inference via sparse Hamiltonian flows Na Chen Zuheng Xu Trevor Campbell 30 14 0 11 Mar 2022
Surrogate Likelihoods for Variational Annealed Importance Sampling M. Jankowiak Du Phan BDL 18 13 0 22 Dec 2021
Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling Greg Ver Steeg Aram Galstyan 30 13 0 03 Nov 2021
Adaptive Machine Learning for Time-Varying Systems: Low Dimensional Latent Space Tuning A. Scheinker AI4CE 29 30 0 13 Jul 2021
Nested Variational Inference Heiko Zimmermann Hao Wu Babak Esmaeili Jan Willem van de Meent BDL 18 20 0 21 Jun 2021
Variational Inference with Continuously-Indexed Normalizing Flows Anthony L. Caterini R. Cornish Dino Sejdinovic Arnaud Doucet BDL 19 19 0 10 Jul 2020
Learning Symmetries of Classical Integrable Systems Roberto Bondesan A. Lamacraft 14 39 0 11 Jun 2019
NeuTra-lizing Bad Geometry in Hamiltonian Monte Carlo Using Neural Transport Matthew Hoffman Pavel Sountsov Joshua V. Dillon I. Langmore Dustin Tran Srinivas Vasudevan BDL 24 103 0 09 Mar 2019
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,262 0 09 Jun 2012