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variational inference

2069 papers

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Also known as

VI-NET VRNN VBI SVI VIBE VQ-VAE ADVI VARNET MCVI PARVI SAVI VI VAE VMP VB BBVI ELBO VIB

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

Attentive State-Space Modeling of Disease Progression NIPS 2019
Probabilistic Logic Neural Networks for Reasoning NIPS 2019
Interleave Variational Optimization with Monte Carlo Sampling: A Tale of Two Approximate Inference Paradigms AAAI 2019
Learning to Write Stories with Thematic Consistency and Wording Novelty AAAI 2019
Pathwise Derivatives Beyond the Reparameterization Trick ICML 2018
CRVI: Convex Relaxation for Variational Inference ICML 2018
Wasserstein Variational Inference NIPS 2018
Mining Multimodal Repositories for Speech Affecting Diseases INTERSPEECH 2018
Encoding Individual Acoustic Features Using Dyad-Augmented Deep Variational Representations for Dialog-level Emotion Recognition INTERSPEECH 2018
Probabilistic Machine Learning: Models, Algorithms and a Programming Library IJCAI 2018
Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized topics IJCAI 2018
3-in-1 Correlated Embedding via Adaptive Exploration of the Structure and Semantic Subspaces IJCAI 2018
Student-t Variational Autoencoder for Robust Density Estimation IJCAI 2018
Probabilistic Recurrent State-Space Models ICML 2018
On Nesting Monte Carlo Estimators ICML 2018
Variational Learning on Aggregate Outputs with Gaussian Processes NIPS 2018
A Bayesian Latent Variable Model of User Preferences with Item Context IJCAI 2018
Structured Inference for Recurrent Hidden Semi-markov Model IJCAI 2018
Bayesian Alignments of Warped Multi-Output Gaussian Processes NIPS 2018
Variational Fourier Features for Gaussian Processes JMLR 2018
Scaling up Data Augmentation MCMC via Calibration JMLR 2018
Inference via Low-Dimensional Couplings JMLR 2018
State Space Gaussian Processes with Non-Gaussian Likelihood ICML 2018
Infinite-Horizon Gaussian Processes NIPS 2018
Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes JMLR 2018