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variational inference

2069 papers

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VI

Co-occurring keywords

bayesian inference (1904) gaussian process (1198) generative model (2889) variational autoencoder (1282) latent variable model (564) probabilistic modeling (851) representation learning (6174) uncertainty quantification (1365) latent variable (541) approximate inference (253)

Papers

Discretely Relaxing Continuous Variables for tractable Variational Inference NIPS 2018
Tighter Variational Bounds are Not Necessarily Better ICML 2018
Variational Inference and Model Selection with Generalized Evidence Bounds ICML 2018
Variational inference for the multi-armed contextual bandit AISTATS 2018
Compressing Neural Networks using the Variational Information Bottleneck ICML 2018
Mutual Information Neural Estimation ICML 2018
Variational Bayesian Monte Carlo NIPS 2018
Proximity Variational Inference AISTATS 2018
Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound NIPS 2018
Learning Attractor Dynamics for Generative Memory NIPS 2018
Variational Network Inference: Strong and Stable with Concrete Support ICML 2018
A Stein variational Newton method NIPS 2018
Robust Locally-Linear Controllable Embedding AISTATS 2018
Variational Inference and Deep Generative Models ACL 2018
A Structured Variational Autoencoder for Contextual Morphological Inflection ACL 2018
Full Bayesian Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery INTERSPEECH 2018
NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing ACL 2018
On Statistical Optimality of Variational Bayes AISTATS 2018
Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop EMNLP 2018
Scalable Generalized Dynamic Topic Models AISTATS 2018
Quasi-Monte Carlo Variational Inference ICML 2018
Efficient Gradient-Free Variational Inference using Policy Search ICML 2018
A Bayesian Nonparametric View on Count-Min Sketch NIPS 2018
VAE with a VampPrior AISTATS 2018
Bayesian Nonparametric Poisson-Process Allocation for Time-Sequence Modeling AISTATS 2018