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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 22 of 23: papers 2,101 to 2,200 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.

• Scalable Modeling of Multivariate Longitudinal Data for Prediction of Chronic Kidney Disease Progression
  16 Aug 2016 0 repositories listed
• Scaling Factorial Hidden Markov Models: Stochastic Variational Inference without Messages
  12 Aug 2016 0 repositories listed
• Multiple scan data association by convex variational inference
  27 Jul 2016 0 repositories listed
• Combining Random Walks and Nonparametric Bayesian Topic Model for Community Detection
  19 Jul 2016 0 repositories listed
• Stochastic Backpropagation through Mixture Density Distributions
  19 Jul 2016 0 repositories listed
• Unsupervised Learning with Imbalanced Data via Structure Consolidation Latent Variable Model
  30 Jun 2016 0 repositories listed
• Disease Trajectory Maps
  29 Jun 2016 0 repositories listed
• Automatic Variational ABC
  28 Jun 2016 0 repositories listed
• Spreadsheet Probabilistic Programming
  14 Jun 2016 0 repositories listed
• Extreme Stochastic Variational Inference: Distributed and Asynchronous
  31 May 2016 0 repositories listed
• Variational hybridization and transformation for large inaccurate noisy-or networks
  20 May 2016 0 repositories listed
• Variational inference for rare variant detection in deep, heterogeneous next-generation sequencing data
  14 Apr 2016 0 repositories listed
• Variational Bayesian Inference of Line Spectra
  13 Apr 2016 0 repositories listed
• Correlated Equilibria for Approximate Variational Inference in MRFs
  10 Apr 2016 0 repositories listed
• Submodular Variational Inference for Network Reconstruction
  29 Mar 2016 0 repositories listed
• Fast moment estimation for generalized latent Dirichlet models
  17 Mar 2016 0 repositories listed
• Online but Accurate Inference for Latent Variable Models with Local Gibbs Sampling
  8 Mar 2016 0 repositories listed
• Overdispersed Black-Box Variational Inference
  3 Mar 2016 0 repositories listed
• A Structured Variational Auto-encoder for Learning Deep Hierarchies of Sparse Features
  28 Feb 2016 0 repositories listed
• Max-Margin Nonparametric Latent Feature Models for Link Prediction
  24 Feb 2016 0 repositories listed
• Variational Inference for On-line Anomaly Detection in High-Dimensional Time Series
  23 Feb 2016 0 repositories listed
• Variational Inference for Sparse and Undirected Models
  11 Feb 2016 0 repositories listed
• A Variational Analysis of Stochastic Gradient Algorithms
  8 Feb 2016 0 repositories listed
• A Robust UCB Scheme for Active Learning in Regression from Strategic Crowds
  25 Jan 2016 0 repositories listed
• Blind Image Denoising via Dependent Dirichlet Process Tree
  13 Jan 2016 0 repositories listed
• Online Prediction of Dyadic Data with Heterogeneous Matrix Factorization
  13 Jan 2016 0 repositories listed
• Distributed Bayesian Learning with Stochastic Natural-gradient Expectation Propagation and the Posterior Server
  31 Dec 2015 0 repositories listed
• Deep Poisson Factorization Machines: factor analysis for mapping behaviors in journalist ecosystem
  18 Dec 2015 0 repositories listed
• Scalable Modeling of Conversational-role based Self-presentation Characteristics in Large Online Forums
  10 Dec 2015 0 repositories listed
• Stochastic Collapsed Variational Inference for Sequential Data
  5 Dec 2015 0 repositories listed
• Stochastic Collapsed Variational Inference for Hidden Markov Models
  5 Dec 2015 0 repositories listed
• Fast Second Order Stochastic Backpropagation for Variational Inference
  1 Dec 2015 0 repositories listed
• Higher-Order Inference for Multi-Class Log-Supermodular Models
  1 Dec 2015 0 repositories listed
• Kullback-Leibler Proximal Variational Inference
  1 Dec 2015 0 repositories listed
• Learning Stationary Time Series using Gaussian Processes with Nonparametric Kernels
  1 Dec 2015 0 repositories listed
• Local Expectation Gradients for Black Box Variational Inference
  1 Dec 2015 0 repositories listed
• Scalable Inference for Gaussian Process Models with Black-Box Likelihoods
  1 Dec 2015 0 repositories listed
• The Variational Gaussian Process
  20 Nov 2015 0 repositories listed
• Principled Parallel Mean-Field Inference for Discrete Random Fields
  19 Nov 2015 0 repositories listed
• Stochastic Expectation Propagation for Large Scale Gaussian Process Classification
  10 Nov 2015 0 repositories listed
• Faster Stochastic Variational Inference using Proximal-Gradient Methods with General Divergence Functions
  31 Oct 2015 0 repositories listed
• Streaming, Distributed Variational Inference for Bayesian Nonparametrics
  30 Oct 2015 0 repositories listed
• Testing Visual Attention in Dynamic Environments
  30 Oct 2015 0 repositories listed
• Multiple co-clustering based on nonparametric mixture models with heterogeneous marginal distributions
  21 Oct 2015 0 repositories listed
• Accelerometer based Activity Classification with Variational Inference on Sticky HDP-SLDS
  19 Oct 2015 0 repositories listed
• Scalable MCMC for Mixed Membership Stochastic Blockmodels
  16 Oct 2015 0 repositories listed
• Embarrassingly Parallel Variational Inference in Nonconjugate Models
  14 Oct 2015 0 repositories listed
• Tight Variational Bounds via Random Projections and I-Projections
  5 Oct 2015 0 repositories listed
• Dynamic Poisson Factorization
  15 Sep 2015 0 repositories listed
• Fast Second-Order Stochastic Backpropagation for Variational Inference
  9 Sep 2015 0 repositories listed
• A Variational Bayesian State-Space Approach to Online Passive-Aggressive Regression
  8 Sep 2015 0 repositories listed
• Tag-Weighted Topic Model For Large-scale Semi-Structured Documents
  30 Jul 2015 0 repositories listed
• Incremental Variational Inference for Latent Dirichlet Allocation
  17 Jul 2015 0 repositories listed
• On the Convergence of Stochastic Variational Inference in Bayesian Networks
  16 Jul 2015 0 repositories listed
• Inference for determinantal point processes without spectral knowledge
  4 Jul 2015 0 repositories listed
• D-MFVI: Distributed Mean Field Variational Inference using Bregman ADMM
  3 Jul 2015 0 repositories listed
• Correlated Random Measures
  2 Jul 2015 0 repositories listed
• Variational Inference for Background Subtraction in Infrared Imagery
  29 Jun 2015 0 repositories listed
• An Empirical Study of Stochastic Variational Algorithms for the Beta Bernoulli Process
  26 Jun 2015 0 repositories listed
• Stochastic Expectation Propagation
  12 Jun 2015 0 repositories listed
• Automatic Variational Inference in Stan
  10 Jun 2015 0 repositories listed
• Copula variational inference
  10 Jun 2015 0 repositories listed
• Neural Adaptive Sequential Monte Carlo
  10 Jun 2015 0 repositories listed
• Celeste: Variational inference for a generative model of astronomical images
  3 Jun 2015 0 repositories listed
• A trust-region method for stochastic variational inference with applications to streaming data
  28 May 2015 0 repositories listed
• Automatic Relevance Determination For Deep Generative Models
  28 May 2015 0 repositories listed
• Stochastic Annealing for Variational Inference
  25 May 2015 0 repositories listed
• Spike and Slab Gaussian Process Latent Variable Models
  10 May 2015 0 repositories listed
• Early Gains Matter: A Case for Preferring Generative over Discriminative Crowdsourcing Models
  1 May 2015 0 repositories listed
• Incorporating Word Correlation Knowledge into Topic Modeling
  1 May 2015 0 repositories listed
• On Sparse variational methods and the Kullback-Leibler divergence between stochastic processes
  27 Apr 2015 0 repositories listed
• Online Inference for Relation Extraction with a Reduced Feature Set
  18 Apr 2015 0 repositories listed
• On some provably correct cases of variational inference for topic models
  23 Mar 2015 0 repositories listed
• Bethe Projections for Non-Local Inference
  4 Mar 2015 0 repositories listed
• Local Expectation Gradients for Doubly Stochastic Variational Inference
  4 Mar 2015 0 repositories listed
• Scalable Variational Inference in Log-supermodular Models
  23 Feb 2015 0 repositories listed
• Nested Variational Compression in Deep Gaussian Processes
  3 Dec 2014 0 repositories listed
• A Filtering Approach to Stochastic Variational Inference
  1 Dec 2014 0 repositories listed
• Automated Variational Inference for Gaussian Process Models
  1 Dec 2014 0 repositories listed
• Clustered factor analysis of multineuronal spike data
  1 Dec 2014 0 repositories listed
• Decoupled Variational Gaussian Inference
  1 Dec 2014 0 repositories listed
• From MAP to Marginals: Variational Inference in Bayesian Submodular Models
  1 Dec 2014 0 repositories listed
• Streaming Variational Inference for Bayesian Nonparametric Mixture Models
  1 Dec 2014 0 repositories listed
• Group Factor Analysis
  21 Nov 2014 0 repositories listed
• A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis
  17 Nov 2014 0 repositories listed
• Deep Exponential Families
  10 Nov 2014 0 repositories listed
• Beta Process Non-negative Matrix Factorization with Stochastic Structured Mean-Field Variational Inference
  7 Nov 2014 0 repositories listed
• Variational Tempering
  7 Nov 2014 0 repositories listed
• Stochastic Variational Inference for Hidden Markov Models
  6 Nov 2014 0 repositories listed
• Variational Inference for Gaussian Process Modulated Poisson Processes
  2 Nov 2014 0 repositories listed
• Markov Chain Monte Carlo and Variational Inference: Bridging the Gap
  23 Oct 2014 0 repositories listed
• Hierarchical models for neural population dynamics in the presence of non-stationarity
  12 Oct 2014 0 repositories listed
• Bayesian Robust Tensor Factorization for Incomplete Multiway Data
  9 Oct 2014 0 repositories listed
• Gamma Processes, Stick-Breaking, and Variational Inference
  4 Oct 2014 0 repositories listed
• BayesPy: Variational Bayesian Inference in Python
  3 Oct 2014 0 repositories listed
• A Bayesian Tensor Factorization Model via Variational Inference for Link Prediction
  29 Sep 2014 0 repositories listed
• Expectation Propagation
  22 Sep 2014 0 repositories listed
• Variational Inference for Uncertainty on the Inputs of Gaussian Process Models
  8 Sep 2014 0 repositories listed
• Bayesian Probabilistic Matrix Factorization: A User Frequency Analysis
  29 Jul 2014 0 repositories listed
• Variational Gaussian Process State-Space Models
  18 Jun 2014 0 repositories listed