conftrace_

stochastic variational inference

65 papers

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Also known as

SVI

Co-occurring keywords · papers mentioning both

variational inference (23) bayesian inference (15) gaussian process (12) stochastic optimization (7) latent variable model (6) uncertainty quantification (5) topic model (4) deep gaussian process (4) neural network (4) posterior approximation (4)

Papers

Scalable Model Selection for Large-Scale Factorial Relational Models ICML 2015 Stochastic Structured Variational Inference AISTATS 2015 A Filtering Approach to Stochastic Variational Inference NeurIPS 2014 Content-based recommendations with Poisson factorization NeurIPS 2014 Doubly Stochastic Variational Bayes for non-Conjugate Inference ICML 2014 Smoothed Gradients for Stochastic Variational Inference NeurIPS 2014 Stochastic Variational Inference for Bayesian Time Series Models ICML 2014 Stochastic variational inference for hidden Markov models NeurIPS 2014 An Adaptive Learning Rate for Stochastic Variational Inference ICML 2013 A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale Networks NeurIPS 2013 Efficient Online Inference for Bayesian Nonparametric Relational Models NeurIPS 2013 Modeling Overlapping Communities with Node Popularities NeurIPS 2013 Stochastic Variational Inference JMLR 2013 Streaming Variational Bayes NeurIPS 2013 Scalable Inference of Overlapping Communities NeurIPS 2012