conftrace_

evidence lower bound

68 papers

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Also known as

ELBO

Co-occurring keywords

variational inference (2069) variational autoencoder (1288) latent variable model (564) generative model (2892) bayesian inference (1907) posterior approximation (132) posterior collapse (55) importance sampling (318) bayesian neural network (201) gradient estimator (59)

Papers

Structured Disentangled Representations AISTATS 2019
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text EMNLP 2019
Syntax-Infused Variational Autoencoder for Text Generation ACL 2019
Semi-Implicit Variational Inference ICML 2018
Estimation of the Number of Speakers with Variational Bayesian PLDA in the DIHARD Diarization Challenge. INTERSPEECH 2018
Deep Variational Reinforcement Learning for POMDPs ICML 2018
Tighter Variational Bounds are Not Necessarily Better ICML 2018
Boosting Black Box Variational Inference NIPS 2018
Discretely Relaxing Continuous Variables for tractable Variational Inference NIPS 2018
Fixing a Broken ELBO ICML 2018
Variational Inference and Model Selection with Generalized Evidence Bounds ICML 2018
Gray-box Inference for Structured Gaussian Process Models AISTATS 2017
Filtering Variational Objectives NIPS 2017
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference NIPS 2017
Tied Variational Autoencoder Backends for i-Vector Speaker Recognition INTERSPEECH 2017
Distributed Flexible Nonlinear Tensor Factorization NIPS 2016
Efficient Variational Inference for Gaussian Process Regression Networks AISTATS 2013
Integrated Non-Factorized Variational Inference NIPS 2013