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Variational Inference

Papers archive 2025-07-28

archive papers tagged: 2,274 · with a code link: 880 · where Syntology ran a sample: 269 (223 with a run with no instrument failure, 46 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (269 of 2,274 tagged: 223 with a run with no instrument failure, 46 where every run was a failure of Syntology's instrument)

Page 23 of 23: papers 2,201 to 2,274 of 2,274, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Lifted Tree-Reweighted Variational Inference
  17 Jun 2014 0 repositories listed
• Smoothed Gradients for Stochastic Variational Inference
  13 Jun 2014 0 repositories listed
• Variational inference of latent state sequences using Recurrent Networks
  6 Jun 2014 0 repositories listed
• Beta Process Multiple Kernel Learning
  1 Jun 2014 0 repositories listed
• Structured Stochastic Variational Inference
  16 Apr 2014 0 repositories listed
• Venture: a higher-order probabilistic programming platform with programmable inference
  1 Apr 2014 0 repositories listed
• Approximate Decentralized Bayesian Inference
  28 Mar 2014 0 repositories listed
• Variational Particle Approximations
  24 Feb 2014 0 repositories listed
• Indian Buffet Process Deep Generative Models for Semi-Supervised Classification
  14 Feb 2014 0 repositories listed
• Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models - a Gentle Tutorial
  6 Feb 2014 0 repositories listed
• Bayesian nonparametric comorbidity analysis of psychiatric disorders
  29 Jan 2014 0 repositories listed
• Fast nonparametric clustering of structured time-series
  8 Jan 2014 0 repositories listed
• Online Adaptor Grammars with Hybrid Inference
  1 Jan 2014 0 repositories listed
• Practical Collapsed Stochastic Variational Inference for the HDP
  2 Dec 2013 0 repositories listed
• A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale Networks
  1 Dec 2013 0 repositories listed
• Efficient Online Inference for Bayesian Nonparametric Relational Models
  1 Dec 2013 0 repositories listed
• Integrated Non-Factorized Variational Inference
  1 Dec 2013 0 repositories listed
• Memoized Online Variational Inference for Dirichlet Process Mixture Models
  1 Dec 2013 0 repositories listed
• Modeling Overlapping Communities with Node Popularities
  1 Dec 2013 0 repositories listed
• Online Variational Approximations to non-Exponential Family Change Point Models: With Application to Radar Tracking
  1 Dec 2013 0 repositories listed
• Relevance Topic Model for Unstructured Social Group Activity Recognition
  1 Dec 2013 0 repositories listed
• Variance Reduction for Stochastic Gradient Optimization
  1 Dec 2013 0 repositories listed
• Variational Inference for Mahalanobis Distance Metrics in Gaussian Process Regression
  1 Dec 2013 0 repositories listed
• DinTucker: Scaling up Gaussian process models on multidimensional arrays with billions of elements
  12 Nov 2013 0 repositories listed
• Exploration in Interactive Personalized Music Recommendation: A Reinforcement Learning Approach
  6 Nov 2013 0 repositories listed
• A Sparse and Adaptive Prior for Time-Dependent Model Parameters
  9 Oct 2013 0 repositories listed
• Improved Bayesian Logistic Supervised Topic Models with Data Augmentation
  9 Oct 2013 0 repositories listed
• Scalable Variational Inference for Extracting Hierarchical Phrase-based Translation Rules
  1 Oct 2013 0 repositories listed
• Automorphism Groups of Graphical Models and Lifted Variational Inference
  26 Sep 2013 0 repositories listed
• Constrained Bayesian Inference for Low Rank Multitask Learning
  26 Sep 2013 0 repositories listed
• Integrating Document Clustering and Topic Modeling
  26 Sep 2013 0 repositories listed
• One-class Collaborative Filtering with Random Graphs: Annotated Version
  26 Sep 2013 0 repositories listed
• Maximizing submodular functions using probabilistic graphical models
  10 Sep 2013 0 repositories listed
• Variational Inference for Structured NLP Models
  1 Aug 2013 0 repositories listed
• Algorithms of the LDA model [REPORT]
  1 Jul 2013 0 repositories listed
• Non-parametric Power-law Data Clustering
  13 Jun 2013 0 repositories listed
• Fast Dual Variational Inference for Non-Conjugate LGMs
  5 Jun 2013 0 repositories listed
• Social Role Discovery in Human Events
  1 Jun 2013 0 repositories listed
• Factored expectation propagation for input-output FHMM models in systems biology
  17 May 2013 0 repositories listed
• Stochastic Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation
  10 May 2013 0 repositories listed
• Automated Variational Inference in Probabilistic Programming
  7 Jan 2013 0 repositories listed
• Affine Independent Variational Inference
  1 Dec 2012 0 repositories listed
• Bayesian Probabilistic Co-Subspace Addition
  1 Dec 2012 0 repositories listed
• Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models
  1 Dec 2012 0 repositories listed
• Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression
  1 Dec 2012 0 repositories listed
• Fast Variational Inference in the Conjugate Exponential Family
  1 Dec 2012 0 repositories listed
• Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints
  1 Dec 2012 0 repositories listed
• Multilabel Classification using Bayesian Compressed Sensing
  1 Dec 2012 0 repositories listed
• Scalable Inference of Overlapping Communities
  1 Dec 2012 0 repositories listed
• Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes
  1 Dec 2012 0 repositories listed
• Truncation-free Online Variational Inference for Bayesian Nonparametric Models
  1 Dec 2012 0 repositories listed
• Variational Inference for Crowdsourcing
  1 Dec 2012 0 repositories listed
• Nested Hierarchical Dirichlet Processes
  25 Oct 2012 0 repositories listed
• Bayesian Hierarchical Mixtures of Experts
  19 Oct 2012 0 repositories listed
• Flexible Modeling of Latent Task Structures in Multitask Learning
  27 Jun 2012 0 repositories listed
• Variational Bayesian Inference with Stochastic Search
  27 Jun 2012 0 repositories listed
• Continuous Time Dynamic Topic Models
  13 Jun 2012 0 repositories listed
• Practical Variational Inference for Neural Networks
  1 Dec 2011 0 repositories listed
• Spike and Slab Variational Inference for Multi-Task and Multiple Kernel Learning
  1 Dec 2011 0 repositories listed
• Variational Learning for Recurrent Spiking Networks
  1 Dec 2011 0 repositories listed
• Approximate Inference by Compilation to Arithmetic Circuits
  1 Dec 2010 0 repositories listed
• Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations
  1 Dec 2010 0 repositories listed
• Variational Inference over Combinatorial Spaces
  1 Dec 2010 0 repositories listed
• A Stochastic approximation method for inference in probabilistic graphical models
  1 Dec 2009 0 repositories listed
• Learning a Small Mixture of Trees
  1 Dec 2009 0 repositories listed
• Particle-based Variational Inference for Continuous Systems
  1 Dec 2009 0 repositories listed
• Speeding up Magnetic Resonance Image Acquisition by Bayesian Multi-Slice Adaptive Compressed Sensing
  1 Dec 2009 0 repositories listed
• Variational Inference for the Nested Chinese Restaurant Process
  1 Dec 2009 0 repositories listed
• Bayesian Experimental Design of Magnetic Resonance Imaging Sequences
  1 Dec 2008 0 repositories listed
• Mixed Membership Stochastic Blockmodels
  1 Dec 2008 0 repositories listed
• Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation
  1 Dec 2008 0 repositories listed
• Fast Variational Inference for Large-scale Internet Diagnosis
  1 Dec 2007 0 repositories listed
• Variational Inference for Diffusion Processes
  1 Dec 2007 0 repositories listed
• Variational inference for Markov jump processes
  1 Dec 2007 0 repositories listed