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variational baye

50 papers

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Also known as

VB

Co-occurring keywords

variational inference (2069) bayesian inference (1907) bayesian learning (185) probabilistic linear discriminant analysis (60) expectation propagation (86) gaussian process (1200) bayesian nonparametrics (270) graphical model (864) hidden markov model (302) generative model (2892)

Papers

Graph-accelerated Markov Chain Monte Carlo using Approximate Samples JMLR 2025
Bayesian Online Natural Gradient (BONG) NIPS 2024
Low-rank Variational Bayes correction to the Laplace method JMLR 2024
Variational Gaussian processes for linear inverse problems NIPS 2023
Robust Outlier Rejection for 3D Registration With Variational Bayes CVPR 2023
Contraction rates for sparse variational approximations in Gaussian process regression JMLR 2022
Bayesian Structural Adaptation for Continual Learning ICML 2021
Unsupervised Bayesian Adaptation of PLDA for Speaker Verification INTERSPEECH 2021
DECA: Deep Viewpoint-Equivariant Human Pose Estimation Using Capsule Autoencoders ICCV 2021
VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning CVPR 2021
Quasi-Monte Carlo Quasi-Newton in Variational Bayes JMLR 2021
Bayesian Hierarchical Words Representation Learning ACL 2020
Auto-Encoding Variational Bayes for Inferring Topics and Visualization COLING 2020
Variational Bayes in Private Settings (VIPS) (Extended Abstract) IJCAI 2020
Spike and slab variational Bayes for high dimensional logistic regression NIPS 2020
Quantile Graphical Models: a Bayesian Approach JMLR 2020
Capsule Routing via Variational Bayes AAAI 2020
LEAP Diarization System for the Second DIHARD Challenge INTERSPEECH 2019
A Variational EM Framework With Adaptive Edge Selection for Blind Motion Deblurring CVPR 2019
ViVoLAB Speaker Diarization System for the DIHARD 2019 Challenge INTERSPEECH 2019
Covariances, Robustness, and Variational Bayes JMLR 2018
Nonparametric learning from Bayesian models with randomized objective functions NIPS 2018
Fast Variational Bayes for Heavy-tailed PLDA Applied to i-vectors and x-vectors INTERSPEECH 2018
On Statistical Optimality of Variational Bayes AISTATS 2018
Coupled Variational Bayes via Optimization Embedding NIPS 2018