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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 21 of 23: papers 2,001 to 2,100 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.

• Differentiable Learning of Submodular Models
  1 Dec 2017 0 repositories listed
• Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models
  1 Dec 2017 0 repositories listed
• Tomography of the London Underground: a Scalable Model for Origin-Destination Data
  1 Dec 2017 0 repositories listed
• Variational Inference via χ Upper Bound Minimization
  1 Dec 2017 0 repositories listed
• On the use of bootstrap with variational inference: Theory, interpretation, and a two-sample test example
  29 Nov 2017 0 repositories listed
• The Block Point Process Model for Continuous-Time Event-Based Dynamic Networks
  29 Nov 2017 0 repositories listed
• Variational Inference for Gaussian Process Models with Linear Complexity
  28 Nov 2017 0 repositories listed
• Diversity-Promoting Bayesian Learning of Latent Variable Models
  23 Nov 2017 0 repositories listed
• Advances in Variational Inference
  15 Nov 2017 0 repositories listed
• Variational Adaptive-Newton Method for Explorative Learning
  15 Nov 2017 0 repositories listed
• Message Passing Stein Variational Gradient Descent
  13 Nov 2017 0 repositories listed
• Alpha-Divergences in Variational Dropout
  12 Nov 2017 0 repositories listed
• Bayesian model and dimension reduction for uncertainty propagation: applications in random media
  7 Nov 2017 0 repositories listed
• Neural Variational Inference and Learning in Undirected Graphical Models
  7 Nov 2017 0 repositories listed
• Structured Variational Inference for Coupled Gaussian Processes
  3 Nov 2017 0 repositories listed
• Stochastic Variational Inference for Bayesian Sparse Gaussian Process Regression
  1 Nov 2017 0 repositories listed
• Stochastic gradient descent performs variational inference, converges to limit cycles for deep networks
  30 Oct 2017 0 repositories listed
• Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection
  30 Oct 2017 0 repositories listed
• Reparameterizing the Birkhoff Polytope for Variational Permutation Inference
  26 Oct 2017 0 repositories listed
• Dropout Sampling for Robust Object Detection in Open-Set Conditions
  18 Oct 2017 0 repositories listed
• A deep generative model for single-cell RNA sequencing with application to detecting differentially expressed genes
  13 Oct 2017 0 repositories listed
• Bayesian Hypernetworks
  13 Oct 2017 0 repositories listed
• A Dynamic Edge Exchangeable Model for Sparse Temporal Networks
  11 Oct 2017 0 repositories listed
• α-Variational Inference with Statistical Guarantees
  9 Oct 2017 0 repositories listed
• Learnable Explicit Density for Continuous Latent Space and Variational Inference
  6 Oct 2017 0 repositories listed
• Perturbative Black Box Variational Inference
  21 Sep 2017 0 repositories listed
• Variational Inference for Logical Inference
  1 Sep 2017 0 repositories listed
• Why ADAGRAD Fails for Online Topic Modeling
  1 Sep 2017 0 repositories listed
• ProbFlow: Joint Optical Flow and Uncertainty Estimation
  22 Aug 2017 0 repositories listed
• Anomaly Detection on Graph Time Series
  9 Aug 2017 0 repositories listed
• Boosting Variational Inference: an Optimization Perspective
  5 Aug 2017 0 repositories listed
• A Latent Variable Model for Two-Dimensional Canonical Correlation Analysis and its Variational Inference
  4 Aug 2017 0 repositories listed
• Learning Model Reparametrizations: Implicit Variational Inference by Fitting MCMC distributions
  4 Aug 2017 0 repositories listed
• A Generative Parser with a Discriminative Recognition Algorithm
  1 Aug 2017 0 repositories listed
• Multiple Clustering Views from Multiple Uncertain Experts
  1 Aug 2017 0 repositories listed
• Improving Output Uncertainty Estimation and Generalization in Deep Learning via Neural Network Gaussian Processes
  19 Jul 2017 0 repositories listed
• Variational Inference via Transformations on Distributions
  9 Jul 2017 0 repositories listed
• Bayesian Models of Data Streams with Hierarchical Power Priors
  7 Jul 2017 0 repositories listed
• Structured Black Box Variational Inference for Latent Time Series Models
  4 Jul 2017 0 repositories listed
• Multi-period Time Series Modeling with Sparsity via Bayesian Variational Inference
  3 Jul 2017 0 repositories listed
• Location Dependent Dirichlet Processes
  2 Jul 2017 0 repositories listed
• Efficient Correlated Topic Modeling with Topic Embedding
  1 Jul 2017 0 repositories listed
• Scalable Multi-Class Gaussian Process Classification using Expectation Propagation
  22 Jun 2017 0 repositories listed
• A Divergence Bound for Hybrids of MCMC and Variational Inference and an Application to Langevin Dynamics and SGVI
  20 Jun 2017 0 repositories listed
• Adversarial Variational Bayes Methods for Tweedie Compound Poisson Mixed Models
  16 Jun 2017 0 repositories listed
• Generative Models for Learning from Crowds
  13 Jun 2017 0 repositories listed
• Recurrent Latent Variable Networks for Session-Based Recommendation
  13 Jun 2017 0 repositories listed
• Fast Black-box Variational Inference through Stochastic Trust-Region Optimization
  7 Jun 2017 0 repositories listed
• Kernel Implicit Variational Inference
  29 May 2017 0 repositories listed
• AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms
  19 May 2017 0 repositories listed
• Approximate Bayesian inference as a gauge theory
  17 May 2017 0 repositories listed
• Co-clustering through Optimal Transport
  17 May 2017 0 repositories listed
• Learning Hard Alignments with Variational Inference
  16 May 2017 0 repositories listed
• Stochastic Divergence Minimization for Biterm Topic Model
  1 May 2017 0 repositories listed
• Importance Sampled Stochastic Optimization for Variational Inference
  19 Apr 2017 0 repositories listed
• Multi-View Image Generation from a Single-View
  17 Apr 2017 0 repositories listed
• A Deterministic Global Optimization Method for Variational Inference
  21 Mar 2017 0 repositories listed
• Nonparametric Variational Auto-encoders for Hierarchical Representation Learning
  21 Mar 2017 0 repositories listed
• Matched bipartite block model with covariates
  15 Mar 2017 0 repositories listed
• Gauging Variational Inference
  3 Mar 2017 0 repositories listed
• Hierarchical Implicit Models and Likelihood-Free Variational Inference
  28 Feb 2017 0 repositories listed
• Semi-parametric Network Structure Discovery Models
  27 Feb 2017 0 repositories listed
• Variational Inference using Implicit Distributions
  27 Feb 2017 0 repositories listed
• Scalable Inference for Nested Chinese Restaurant Process Topic Models
  23 Feb 2017 0 repositories listed
• Generative Temporal Models with Memory
  15 Feb 2017 0 repositories listed
• Variational Policy for Guiding Point Processes
  30 Jan 2017 0 repositories listed
• Deep Probabilistic Programming
  13 Jan 2017 0 repositories listed
• Truncation-free Hybrid Inference for DPMM
  13 Jan 2017 0 repositories listed
• Coupled Compound Poisson Factorization
  9 Jan 2017 0 repositories listed
• Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering
  15 Dec 2016 0 repositories listed
• Disentangling Space and Time in Video with Hierarchical Variational Auto-encoders
  14 Dec 2016 0 repositories listed
• Connection Discovery using Shared Images by Gaussian Relational Topic Model
  12 Dec 2016 0 repositories listed
• Monte Carlo Structured SVI for Two-Level Non-Conjugate Models
  12 Dec 2016 0 repositories listed
• Semi-Supervised Learning with the Deep Rendering Mixture Model
  6 Dec 2016 0 repositories listed
• Cooperative Graphical Models
  1 Dec 2016 0 repositories listed
• The Generalized Reparameterization Gradient
  1 Dec 2016 0 repositories listed
• Variational Inference in Mixed Probabilistic Submodular Models
  1 Dec 2016 0 repositories listed
• Two Methods For Wild Variational Inference
  30 Nov 2016 0 repositories listed
• Deep Quantization: Encoding Convolutional Activations with Deep Generative Model
  29 Nov 2016 0 repositories listed
• Robust Variational Inference
  28 Nov 2016 0 repositories listed
• Inducing Interpretable Representations with Variational Autoencoders
  22 Nov 2016 0 repositories listed
• Faster variational inducing input Gaussian process classification
  18 Nov 2016 0 repositories listed
• Boosting Variational Inference
  17 Nov 2016 0 repositories listed
• Deep Variational Inference Without Pixel-Wise Reconstruction
  16 Nov 2016 0 repositories listed
• Using Social Dynamics to Make Individual Predictions: Variational Inference with a Stochastic Kinetic Model
  7 Nov 2016 0 repositories listed
• Robustly representing uncertainty in deep neural networks through sampling
  5 Nov 2016 0 repositories listed
• Stochastic Variational Deep Kernel Learning
  1 Nov 2016 0 repositories listed
• Variational Inference via χ-Upper Bound Minimization
  1 Nov 2016 0 repositories listed
• Geometric Dirichlet Means algorithm for topic inference
  27 Oct 2016 0 repositories listed
• Operator Variational Inference
  27 Oct 2016 0 repositories listed
• Rapid Posterior Exploration in Bayesian Non-negative Matrix Factorization
  27 Oct 2016 0 repositories listed
• Mean-Field Variational Inference for Gradient Matching with Gaussian Processes
  21 Oct 2016 0 repositories listed
• Amortised MAP Inference for Image Super-resolution
  14 Oct 2016 0 repositories listed
• The Generalized Reparameterization Gradient
  7 Oct 2016 0 repositories listed
• Algorithms for item categorization based on ordinal ranking data
  29 Sep 2016 0 repositories listed
• Variational Inference with Hamiltonian Monte Carlo
  26 Sep 2016 0 repositories listed
• Gray-box inference for structured Gaussian process models
  14 Sep 2016 0 repositories listed
• Private Topic Modeling
  14 Sep 2016 0 repositories listed
• Efficient Continuous Relaxations for Dense CRF
  22 Aug 2016 0 repositories listed
• Dynamic Collaborative Filtering with Compound Poisson Factorization
  17 Aug 2016 0 repositories listed