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Advances in Variational Inference

15 November 2017

Papers citing "Advances in Variational Inference"

20 / 120 papers shown

Title
Gaussian Processes for Big Data J. Hensman Nicolò Fusi Neil D. Lawrence GP 113 1,237 0 26 Sep 2013
Streaming Variational Bayes Tamara Broderick N. Boyd Andre Wibisono Ashia Wilson Michael I. Jordan 85 346 0 25 Jul 2013
Laplace's Method Approximations for Probabilistic Inference in Belief Networks with Continuous Variables Adriano Azevedo-Filho Ross D. Shachter 65 94 0 27 Feb 2013
Loopy Belief Propagation for Approximate Inference: An Empirical Study Kevin P. Murphy Yair Weiss Michael I. Jordan 3DV 135 1,883 0 23 Jan 2013
Perturbative Corrections for Approximate Inference in Gaussian Latent Variable Models Manfred Opper Ulrich Paquet Ole Winther 64 14 0 12 Jan 2013
Expectation Propagation for approximate Bayesian inference T. Minka 138 1,909 0 10 Jan 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 165 6,635 0 22 Dec 2012
A New Class of Upper Bounds on the Log Partition Function Martin J. Wainwright Tommi Jaakkola A. Willsky 101 459 0 12 Dec 2012
Deep Gaussian Processes Andreas C. Damianou Neil D. Lawrence GP BDL 149 1,184 0 02 Nov 2012
Variational Inference in Nonconjugate Models Chong-Jun Wang David M. Blei BDL 129 228 0 19 Sep 2012
Determinantal point processes for machine learning Alex Kulesza B. Taskar 272 1,140 0 25 Jul 2012
Stochastic Variational Inference Matt Hoffman David M. Blei Chong-Jun Wang John Paisley BDL 276 2,628 0 29 Jun 2012
Fixed-Form Variational Posterior Approximation through Stochastic Linear Regression Tim Salimans David A. Knowles 122 252 0 28 Jun 2012
Variational Bayesian Inference with Stochastic Search John Paisley David M. Blei Michael I. Jordan BDL 114 499 0 27 Jun 2012
Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring S. Ahn Anoop Korattikara Balan Max Welling 79 306 0 27 Jun 2012
Fast Variational Inference in the Conjugate Exponential Family J. Hensman M. Rattray Neil D. Lawrence BDL 71 134 0 22 Jun 2012
Nonparametric variational inference S. Gershman Matt Hoffman David M. Blei BDL 111 154 0 18 Jun 2012
MCMC using Hamiltonian dynamics Radford M. Neal 298 3,282 0 09 Jun 2012
Overlapping Mixtures of Gaussian Processes for the Data Association Problem Miguel Lazaro-Gredilla S. Van Vaerenbergh Neil D. Lawrence 92 103 0 16 Aug 2011
Hybrid Deterministic-Stochastic Methods for Data Fitting M. Friedlander Mark Schmidt 213 388 0 13 Apr 2011