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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 20 of 23: papers 1,901 to 2,000 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.

• The Theory and Algorithm of Ergodic Inference
  17 Nov 2018 0 repositories listed
• Projected BNNs: Avoiding weight-space pathologies by learning latent representations of neural network weights
  16 Nov 2018 0 repositories listed
• Dependency Grammar Induction with a Neural Variational Transition-based Parser
  14 Nov 2018 0 repositories listed
• Multi-Source Neural Variational Inference
  11 Nov 2018 0 repositories listed
• Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems
  10 Nov 2018 0 repositories listed
• BAR: Bayesian Activity Recognition using variational inference
  8 Nov 2018 0 repositories listed
• Wasserstein variational gradient descent: From semi-discrete optimal transport to ensemble variational inference
  7 Nov 2018 0 repositories listed
• Nonlinear Evolution via Spatially-Dependent Linear Dynamics for Electrophysiology and Calcium Data
  6 Nov 2018 0 repositories listed
• Deep Probabilistic Ensembles: Approximate Variational Inference through KL Regularization
  6 Nov 2018 0 repositories listed
• Large-scale Heteroscedastic Regression via Gaussian Process
  3 Nov 2018 0 repositories listed
• Gaussian Process Conditional Density Estimation
  30 Oct 2018 0 repositories listed
• Using Large Ensembles of Control Variates for Variational Inference
  30 Oct 2018 0 repositories listed
• Variational Calibration of Computer Models
  29 Oct 2018 0 repositories listed
• Variational Semi-supervised Aspect-term Sentiment Analysis via Transformer
  24 Oct 2018 0 repositories listed
• Good Initializations of Variational Bayes for Deep Models
  18 Oct 2018 0 repositories listed
• Data Association with Gaussian Processes
  16 Oct 2018 0 repositories listed
• Metropolis-Hastings view on variational inference and adversarial training
  16 Oct 2018 0 repositories listed
• Deep Diffeomorphic Normalizing Flows
  8 Oct 2018 0 repositories listed
• Doubly Semi-Implicit Variational Inference
  5 Oct 2018 0 repositories listed
• Improved Gradient-Based Optimization Over Discrete Distributions
  29 Sep 2018 0 repositories listed
• Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers
  28 Sep 2018 0 repositories listed
• A NOVEL VARIATIONAL FAMILY FOR HIDDEN NON-LINEAR MARKOV MODELS
  27 Sep 2018 0 repositories listed
• Deep Probabilistic Video Compression
  27 Sep 2018 0 repositories listed
• Ergodic Measure Preserving Flows
  27 Sep 2018 0 repositories listed
• Improved Gradient Estimators for Stochastic Discrete Variables
  27 Sep 2018 0 repositories listed
• Probabilistic Knowledge Graph Embeddings
  27 Sep 2018 0 repositories listed
• Variance reduction properties of the reparameterization trick
  27 Sep 2018 0 repositories listed
• Practical bounds on the error of Bayesian posterior approximations: A nonasymptotic approach
  25 Sep 2018 0 repositories listed
• Measuring Systematic Risk with Neural Network Factor Model
  13 Sep 2018 0 repositories listed
• Endowing Robots with Longer-term Autonomy by Recovering from External Disturbances in Manipulation through Grounded Anomaly Classification and Recovery Policies
  11 Sep 2018 0 repositories listed
• Non-Parametric Variational Inference with Graph Convolutional Networks for Gaussian Processes
  8 Sep 2018 0 repositories listed
• t-Exponential Memory Networks for Question-Answering Machines
  4 Sep 2018 0 repositories listed
• Importance Weighting and Variational Inference
  27 Aug 2018 0 repositories listed
• Learning Supervised Topic Models for Classification and Regression from Crowds
  17 Aug 2018 0 repositories listed
• Learning Invariances using the Marginal Likelihood
  16 Aug 2018 0 repositories listed
• A Novel Method for Epileptic Seizure Detection Using Coupled Hidden Markov Models
  10 Aug 2018 0 repositories listed
• Interaction-Aware Topic Model for Microblog Conversations through Network Embedding and User Attention
  1 Aug 2018 0 repositories listed
• Deep Encoder-Decoder Models for Unsupervised Learning of Controllable Speech Synthesis
  30 Jul 2018 0 repositories listed
• Infinite Mixture of Inverted Dirichlet Distributions
  27 Jul 2018 0 repositories listed
• Variational Option Discovery Algorithms
  26 Jul 2018 0 repositories listed
• Variational Inference: A Unified Framework of Generative Models and Some Revelations
  16 Jul 2018 0 repositories listed
• Distributed Variational Representation Learning
  11 Jul 2018 0 repositories listed
• Learning in Variational Autoencoders with Kullback-Leibler and Renyi Integral Bounds
  5 Jul 2018 0 repositories listed
• Quasi-Monte Carlo Variational Inference
  4 Jul 2018 0 repositories listed
• CRVI: Convex Relaxation for Variational Inference
  1 Jul 2018 0 repositories listed
• Markov Modulated Gaussian Cox Processes for Semi-Stationary Intensity Modeling of Events Data
  1 Jul 2018 0 repositories listed
• Structured Variationally Auto-encoded Optimization
  1 Jul 2018 0 repositories listed
• Variational Inference and Deep Generative Models
  1 Jul 2018 0 repositories listed
• Variational Inference and Model Selection with Generalized Evidence Bounds
  1 Jul 2018 0 repositories listed
• Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees
  26 Jun 2018 0 repositories listed
• Deep State Space Models for Unconditional Word Generation
  12 Jun 2018 0 repositories listed
• Building Bayesian Neural Networks with Blocks: On Structure, Interpretability and Uncertainty
  10 Jun 2018 0 repositories listed
• Using Social Network Information in Bayesian Truth Discovery
  8 Jun 2018 0 repositories listed
• Scalable Multi-Class Bayesian Support Vector Machines for Structured and Unstructured Data
  7 Jun 2018 0 repositories listed
• Cycle-Consistent Adversarial Learning as Approximate Bayesian Inference
  5 Jun 2018 0 repositories listed
• Pathwise Derivatives for Multivariate Distributions
  5 Jun 2018 0 repositories listed
• Cyberattack Detection using Deep Generative Models with Variational Inference
  31 May 2018 0 repositories listed
• Disentangling by Partitioning: A Representation Learning Framework for Multimodal Sensory Data
  29 May 2018 0 repositories listed
• Forward Amortized Inference for Likelihood-Free Variational Marginalization
  29 May 2018 0 repositories listed
• Wasserstein Variational Inference
  29 May 2018 0 repositories listed
• Discrete flow posteriors for variational inference in discrete dynamical systems
  28 May 2018 0 repositories listed
• An end-to-end Differentially Private Latent Dirichlet Allocation Using a Spectral Algorithm
  25 May 2018 0 repositories listed
• Ergodic Inference: Accelerate Convergence by Optimisation
  25 May 2018 0 repositories listed
• Amortized Context Vector Inference for Sequence-to-Sequence Networks
  23 May 2018 0 repositories listed
• Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers
  23 May 2018 0 repositories listed
• Variational Inference for Data-Efficient Model Learning in POMDPs
  23 May 2018 0 repositories listed
• Bayesian posterior approximation via greedy particle optimization
  21 May 2018 0 repositories listed
• Approximate Bayesian inference in spatial environments
  18 May 2018 0 repositories listed
• A Forest Mixture Bound for Block-Free Parallel Inference
  17 May 2018 0 repositories listed
• Alpha-Beta Divergence For Variational Inference
  2 May 2018 0 repositories listed
• Variational Inference In Pachinko Allocation Machines
  21 Apr 2018 0 repositories listed
• Variational Rejection Sampling
  5 Apr 2018 0 repositories listed
• Pseudo-marginal Bayesian inference for supervised Gaussian process latent variable models
  28 Mar 2018 0 repositories listed
• Stochastic Variational Inference with Gradient Linearization
  28 Mar 2018 0 repositories listed
• Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models
  24 Mar 2018 0 repositories listed
• Variational Knowledge Graph Reasoning
  17 Mar 2018 0 repositories listed
• Variational Inference for Gaussian Process with Panel Count Data
  12 Mar 2018 0 repositories listed
• Deep Network Regularization via Bayesian Inference of Synaptic Connectivity
  4 Mar 2018 0 repositories listed
• Beyond black-boxes in Bayesian inverse problems and model validation: applications in solid mechanics of elastography
  2 Mar 2018 0 repositories listed
• ADMM-based Networked Stochastic Variational Inference
  27 Feb 2018 0 repositories listed
• Learning Causally-Generated Stationary Time Series
  22 Feb 2018 0 repositories listed
• Variational Inference for Policy Gradient
  21 Feb 2018 0 repositories listed
• Distribution Matching in Variational Inference
  19 Feb 2018 0 repositories listed
• Constraining the Dynamics of Deep Probabilistic Models
  15 Feb 2018 0 repositories listed
• An Instability in Variational Inference for Topic Models
  2 Feb 2018 0 repositories listed
• VIBNN: Hardware Acceleration of Bayesian Neural Networks
  2 Feb 2018 0 repositories listed
• Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data
  22 Jan 2018 0 repositories listed
• Overpruning in Variational Bayesian Neural Networks
  18 Jan 2018 0 repositories listed
• Asynchronous Stochastic Variational Inference
  12 Jan 2018 0 repositories listed
• Worst-case Optimal Submodular Extensions for Marginal Estimation
  10 Jan 2018 0 repositories listed
• An information-theoretic analysis of deep latent-variable models
  1 Jan 2018 0 repositories listed
• Discrete-Valued Neural Networks Using Variational Inference
  1 Jan 2018 0 repositories listed
• DropMax: Adaptive Stochastic Softmax
  1 Jan 2018 0 repositories listed
• Learning an Embedding Space for Transferable Robot Skills
  1 Jan 2018 0 repositories listed
• Structured Exploration via Hierarchical Variational Policy Networks
  1 Jan 2018 0 repositories listed
• Variational Network Quantization
  1 Jan 2018 0 repositories listed
• Variational Inference over Non-differentiable Cardiac Simulators using Bayesian Optimization
  9 Dec 2017 0 repositories listed
• Vprop: Variational Inference using RMSprop
  4 Dec 2017 0 repositories listed
• Collapsed variational Bayes for Markov jump processes
  1 Dec 2017 0 repositories listed
• Deep Dynamic Poisson Factorization Model
  1 Dec 2017 0 repositories listed