Automatic Differentiation Variational Inference with Mixtures

Automatic Differentiation Variational Inference with Mixtures

3 March 2020

Warren Morningstar

Sharad M. Vikram

Andrew Gallagher

Joshua V. Dillon

Papers citing "Automatic Differentiation Variational Inference with Mixtures"

6 / 6 papers shown

Title
Particle Semi-Implicit Variational Inference Jen Ning Lim A. M. Johansen 54 4 0 30 Jun 2024
Improving Variational Autoencoder Estimation from Incomplete Data with Mixture Variational Families Vaidotas Šimkus Michael U. Gutmann 48 2 0 05 Mar 2024
A Unified Perspective on Natural Gradient Variational Inference with Gaussian Mixture Models Oleg Arenz Philipp Dahlinger Zihan Ye Michael Volpp Gerhard Neumann 41 15 0 23 Sep 2022
Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization Adrián Javaloy Maryam Meghdadi Isabel Valera 32 27 0 09 Jun 2022
PAC $^m$ -Bayes: Narrowing the Empirical Risk Gap in the Misspecified Bayesian Regime Warren Morningstar Alexander A. Alemi Joshua V. Dillon 87 16 0 19 Oct 2020
Stochastic Backpropagation through Mixture Density Distributions Alex Graves BDL 57 44 0 19 Jul 2016