Stochastic Variational Inference

Stochastic Variational Inference

29 June 2012

Matt Hoffman

Papers citing "Stochastic Variational Inference"

15 / 1,065 papers shown

Title
Streaming Variational Bayes Tamara Broderick N. Boyd Andre Wibisono Ashia Wilson Michael I. Jordan 43 342 0 25 Jul 2013
Dynamic Infinite Mixed-Membership Stochastic Blockmodel Xuhui Fan LongBing Cao R. Xu 50 27 0 13 Jun 2013
Variational inference for sparse spectrum Gaussian process regression Linda S. L. Tan V. M. Ong David J. Nott Ajay Jasra 62 15 0 09 Jun 2013
Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process Mixture Trevor Campbell Miao Liu Brian Kulis Jonathan P. How Lawrence Carin 28 61 0 28 May 2013
Stochastic Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation James R. Foulds Levi Boyles Christopher DuBois Padhraic Smyth Max Welling BDL 26 143 0 10 May 2013
A Tensor Approach to Learning Mixed Membership Community Models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade 53 155 0 12 Feb 2013
A Nested HDP for Hierarchical Topic Models John Paisley Chong-Jun Wang David M. Blei Michael I. Jordan 26 9 0 16 Jan 2013
Automated Variational Inference in Probabilistic Programming David Wingate T. Weber BDL TPM 32 136 0 07 Jan 2013
Deep Gaussian Processes Andreas C. Damianou Neil D. Lawrence GP BDL 26 1,170 0 02 Nov 2012
Nested Hierarchical Dirichlet Processes John Paisley Chong-Jun Wang David M. Blei Michael I. Jordan BDL 31 233 0 25 Oct 2012
A Bayesian Nonparametric Approach to Image Super-resolution Gungor Polatkan Mingyuan Zhou Lawrence Carin David M. Blei Ingrid Daubechies BDL SupR 37 106 0 22 Sep 2012
Fixed-Form Variational Posterior Approximation through Stochastic Linear Regression Tim Salimans David A. Knowles 59 250 0 28 Jun 2012
Fast Variational Inference in the Conjugate Exponential Family J. Hensman M. Rattray Neil D. Lawrence BDL 14 133 0 22 Jun 2012
Max-Margin Nonparametric Latent Feature Models for Link Prediction Jun Zhu 57 89 0 18 Jun 2012
Variational Inference for Generalized Linear Mixed Models Using Partially Noncentered Parametrizations Linda S. L. Tan David J. Nott 45 49 0 17 May 2012