Methods › General › Dimensionality Reduction › Variational Inference › Papers, page 7

Variational Inference

Papers archive 2025-07-28

archive papers tagged: 846 · with a code link: 337 · where Syntology ran a sample: 110 (88 with a run with no instrument failure, 22 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (110 of 846 tagged: 88 with a run with no instrument failure, 22 where every run was a failure of Syntology's instrument)

Page 7 of 9: papers 601 to 700 of 846, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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 instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. 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; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• A Framework for Improving the Reliability of Black-box Variational Inference
  29 Mar 2022 · 1 repository · arXiv:2203.15945
• Approximate Inference for Stochastic Planning in Factored Spaces
  23 Mar 2022 · 1 repository · arXiv:2203.12139
• Representation Uncertainty in Self-Supervised Learning as Variational Inference
  22 Mar 2022 · 0 repositories · arXiv:2203.11437
• Bayesian Low-rank Matrix Completion with Dual-graph Embedding: Prior Analysis and Tuning-free Inference
  18 Mar 2022 · 0 repositories · arXiv:2203.10044
• Accelerating Stochastic Probabilistic Inference
  15 Mar 2022 · 0 repositories · arXiv:2203.07585
• Modelling Non-Smooth Signals with Complex Spectral Structure
  14 Mar 2022 · 3 repositories · arXiv:2203.06997
• Bayesian Spatial Predictive Synthesis
  10 Mar 2022 · 0 repositories · arXiv:2203.05197
• The Transitive Information Theory and its Application to Deep Generative Models
  9 Mar 2022 · 0 repositories · arXiv:2203.05074
• Variational Inference with Locally Enhanced Bounds for Hierarchical Models
  8 Mar 2022 · 0 repositories · arXiv:2203.04432
• Variational methods for simulation-based inference
  8 Mar 2022 · 1 repository · arXiv:2203.04176
• Recursive Monte Carlo and Variational Inference with Auxiliary Variables
  5 Mar 2022 · 1 repository · arXiv:2203.02836
• Differentiable Causal Discovery Under Latent Interventions
  4 Mar 2022 · 1 repository · arXiv:2203.02336
• VaiPhy: a Variational Inference Based Algorithm for Phylogeny
  1 Mar 2022 · 1 repository · arXiv:2203.01121
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Differential equation and probability inspired graph neural networks for latent variable learning
  28 Feb 2022 · 1 repository · arXiv:2202.13800
• Theoretical Error Analysis of Entropy Approximation for Gaussian Mixtures
  26 Feb 2022 · 0 repositories · arXiv:2202.13059
• Fast variational Bayes methods for multinomial probit models
  25 Feb 2022 · 0 repositories · arXiv:2202.12495
• Estimators of Entropy and Information via Inference in Probabilistic Models
  24 Feb 2022 · 0 repositories · arXiv:2202.12363
• Partitioned Variational Inference: A Framework for Probabilistic Federated Learning
  24 Feb 2022 · 1 repository · arXiv:2202.12275
• Towards Effective and Robust Neural Trojan Defenses via Input Filtering
  24 Feb 2022 · 0 repositories · arXiv:2202.12154
• Cyclical Variational Bayes Monte Carlo for Efficient Multi-Modal Posterior Distributions Evaluation
  23 Feb 2022 · 0 repositories · arXiv:2202.11645
• Variational encoding approach for interpretable assessment of remaining useful life estimation
  23 Feb 2022 · 1 repository
• Wide Mean-Field Bayesian Neural Networks Ignore the Data
  23 Feb 2022 · 1 repository · arXiv:2202.11670
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Multiple Importance Sampling ELBO and Deep Ensembles of Variational Approximations
  22 Feb 2022 · 1 repository · arXiv:2202.10951
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Information Theory with Kernel Methods
  17 Feb 2022 · 0 repositories · arXiv:2202.08545
• Sampling Approximately Low-Rank Ising Models: MCMC meets Variational Methods
  17 Feb 2022 · 0 repositories · arXiv:2202.08907
• Bernstein Flows for Flexible Posteriors in Variational Bayes
  11 Feb 2022 · 1 repository · arXiv:2202.05650
• Bayesian Nonparametrics for Offline Skill Discovery
  9 Feb 2022 · 1 repository · arXiv:2202.04675
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• A Variational Edge Partition Model for Supervised Graph Representation Learning
  7 Feb 2022 · 1 repository · arXiv:2202.03233
  Syntology official (archive's flag): 7 ran · 7 ran (of which 6 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Unsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discovery
  7 Feb 2022 · 0 repositories · arXiv:2202.03242
• Posterior temperature optimized Bayesian models for inverse problems in medical imaging
  2 Feb 2022 · 1 repository · arXiv:2202.00986
• AdaAnn: Adaptive Annealing Scheduler for Probability Density Approximation
  1 Feb 2022 · 1 repository · arXiv:2202.00792
• A heteroencoder architecture for prediction of failure locations in porous metals using variational inference
  31 Jan 2022 · 0 repositories · arXiv:2202.00078
• Continual Repeated Annealed Flow Transport Monte Carlo
  31 Jan 2022 · 2 repositories · arXiv:2201.13117
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 2 pointer-only (licence)
• Confidence May Cheat: Self-Training on Graph Neural Networks under Distribution Shift
  27 Jan 2022 · 1 repository · arXiv:2201.11349
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• Constrained Structure Learning for Scene Graph Generation
  27 Jan 2022 · 0 repositories · arXiv:2201.11697
• Uphill Roads to Variational Tightness: Monotonicity and Monte Carlo Objectives
  26 Jan 2022 · 0 repositories · arXiv:2201.10989
• alpha-Deep Probabilistic Inference (alpha-DPI): efficient uncertainty quantification from exoplanet astrometry to black hole feature extraction
  21 Jan 2022 · 1 repository · arXiv:2201.08506
• Variational Inference for Quantifying Inter-observer Variability in Segmentation of Anatomical Structures
  18 Jan 2022 · 0 repositories · arXiv:2201.07106
• Alleviating Cold-start Problem in CTR Prediction with A Variational Embedding Learning Framework
  17 Jan 2022 · 0 repositories · arXiv:2201.10980
• Multi-task longitudinal forecasting with missing values on Alzheimer's Disease
  13 Jan 2022 · 0 repositories · arXiv:2201.05040
• Quantifying Uncertainty in Deep Learning Approaches to Radio Galaxy Classification
  4 Jan 2022 · 1 repository · arXiv:2201.01203
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Multi-Objective Diverse Human Motion Prediction With Knowledge Distillation
  1 Jan 2022 · 0 repositories
• Variational Learning for the Inverted Beta-Liouville Mixture Model and Its Application to Text Categorization
  29 Dec 2021 · 0 repositories · arXiv:2112.14375
• Improving Robustness and Uncertainty Modelling in Neural Ordinary Differential Equations
  23 Dec 2021 · 0 repositories · arXiv:2112.12707
• Latent Time Neural Ordinary Differential Equations
  23 Dec 2021 · 0 repositories · arXiv:2112.12728
• Information Field Theory and Artificial Intelligence
  19 Dec 2021 · 0 repositories · arXiv:2112.10133
• Hierarchical Variational Memory for Few-shot Learning Across Domains
  15 Dec 2021 · 1 repository · arXiv:2112.08181
• Neighborhood Random Walk Graph Sampling for Regularized Bayesian Graph Convolutional Neural Networks
  14 Dec 2021 · 0 repositories · arXiv:2112.07743
• Neural Point Process for Learning Spatiotemporal Event Dynamics
  12 Dec 2021 · 1 repository · arXiv:2112.06351
  Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 15 harvested samples)
• Fully Context-Aware Image Inpainting with a Learned Semantic Pyramid
  8 Dec 2021 · 1 repository · arXiv:2112.04107
• BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery
  6 Dec 2021 · 1 repository · arXiv:2112.02761
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• DPVI: A Dynamic-Weight Particle-Based Variational Inference Framework
  2 Dec 2021 · 0 repositories · arXiv:2112.00945
• A Gaussian Process-Bayesian Bernoulli Mixture Model for Multi-Label Active Learning
  1 Dec 2021 · 0 repositories
• A universal probabilistic spike count model reveals ongoing modulation of neural variability
  1 Dec 2021 · 0 repositories
• Collapsed Variational Bounds for Bayesian Neural Networks
  1 Dec 2021 · 1 repository
• Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random Features
  1 Dec 2021 · 1 repository
• Continuous-time edge modelling using non-parametric point processes
  1 Dec 2021 · 0 repositories
• EDGE: Explaining Deep Reinforcement Learning Policies
  1 Dec 2021 · 1 repository
• Functional Variational Inference based on Stochastic Process Generators
  1 Dec 2021 · 0 repositories
• Latent Matters: Learning Deep State-Space Models
  1 Dec 2021 · 0 repositories
• Learning to Learn Dense Gaussian Processes for Few-Shot Learning
  1 Dec 2021 · 0 repositories
• Probabilistic Tensor Decomposition of Neural Population Spiking Activity
  1 Dec 2021 · 1 repository
• Scalable Bayesian GPFA with automatic relevance determination and discrete noise models
  1 Dec 2021 · 0 repositories
• Topic Modeling Revisited: A Document Graph-based Neural Network Perspective
  1 Dec 2021 · 1 repository
• Variational Continual Bayesian Meta-Learning
  1 Dec 2021 · 0 repositories
• A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors
  26 Nov 2021 · 0 repositories · arXiv:2111.13329
• BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule
  25 Nov 2021 · 0 repositories · arXiv:2111.13204
• Differentially private stochastic expectation propagation (DP-SEP)
  25 Nov 2021 · 0 repositories · arXiv:2111.13219
• Variational Gibbs Inference for Statistical Model Estimation from Incomplete Data
  25 Nov 2021 · 1 repository · arXiv:2111.13180
• Weight Pruning and Uncertainty in Radio Galaxy Classification
  23 Nov 2021 · 1 repository · arXiv:2111.11654
• Probabilistic Deep Learning with Generalised Variational Inference
  22 Nov 2021 · 0 repositories
• Structured Stochastic Gradient MCMC: a hybrid VI and MCMC approach
  22 Nov 2021 · 0 repositories
• A Deterministic Sampling Method via Maximum Mean Discrepancy Flow with Adaptive Kernel
  21 Nov 2021 · 0 repositories · arXiv:2111.10722
• Blind Channel Estimation for MIMO Systems via Variational Inference
  16 Nov 2021 · 0 repositories · arXiv:2111.08391
• Neural Dynamic Focused Topic Model
  16 Nov 2021 · 0 repositories
• PredProp: Bidirectional Stochastic Optimization with Precision Weighted Predictive Coding
  16 Nov 2021 · 0 repositories · arXiv:2111.08792
• Natural Gradient Variational Inference with Gaussian Mixture Models
  15 Nov 2021 · 0 repositories · arXiv:2111.08002
• Robust Learning via Ensemble Density Propagation in Deep Neural Networks
  10 Nov 2021 · 0 repositories · arXiv:2111.05953
• CoCo Games: Graphical Game-Theoretic Swarm Control for Communication-Aware Coverage
  8 Nov 2021 · 0 repositories · arXiv:2111.04576
• Fast and Scalable Spike and Slab Variable Selection in High-Dimensional Gaussian Processes
  8 Nov 2021 · 1 repository · arXiv:2111.04558
• Amortized Variational Inference for Simple Hierarchical Models
  4 Nov 2021 · 0 repositories · arXiv:2111.03144
• Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time Series
  4 Nov 2021 · 1 repository · arXiv:2111.02922
• Variational Inference with Holder Bounds
  4 Nov 2021 · 0 repositories · arXiv:2111.02947
• Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees
  2 Nov 2021 · 1 repository · arXiv:2111.01721
  Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 15 harvested samples)
• DAGSurv: Directed Acyclic Graph Based Survival Analysis Using Deep Neural Networks
  2 Nov 2021 · 1 repository · arXiv:2111.01482
• A derivation of variational message passing (VMP) for latent Dirichlet allocation (LDA)
  2 Nov 2021 · 0 repositories · arXiv:2111.01480
• Diversity and Consistency: Exploring Visual Question-Answer Pair Generation
  1 Nov 2021 · 0 repositories
• Robust Deep Learning from Crowds with Belief Propagation
  1 Nov 2021 · 1 repository · arXiv:2111.00734
• VigDet: Knowledge Informed Neural Temporal Point Process for Coordination Detection on Social Media
  28 Oct 2021 · 0 repositories · arXiv:2110.15454
• Discovering Non-monotonic Autoregressive Orderings with Variational Inference
  27 Oct 2021 · 1 repository · arXiv:2110.15797
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 7 harvested samples)
• TopicNet: Semantic Graph-Guided Topic Discovery
  27 Oct 2021 · 1 repository · arXiv:2110.14286
• Mixture-of-Variational-Experts for Continual Learning
  25 Oct 2021 · 1 repository · arXiv:2110.12667
• Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo
  25 Oct 2021 · 1 repository · arXiv:2110.13289
• An Empirical Study: Extensive Deep Temporal Point Process
  19 Oct 2021 · 1 repository · arXiv:2110.09823
• Interpolating between sampling and variational inference with infinite stochastic mixtures
  18 Oct 2021 · 2 repositories · arXiv:2110.09618
• Physics-guided Deep Markov Models for Learning Nonlinear Dynamical Systems with Uncertainty
  16 Oct 2021 · 1 repository · arXiv:2110.08607
• Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling
  12 Oct 2021 · 1 repository · arXiv:2110.06021
• Is MC Dropout Bayesian?
  8 Oct 2021 · 0 repositories · arXiv:2110.04286
• Pathologies in priors and inference for Bayesian transformers
  8 Oct 2021 · 0 repositories · arXiv:2110.04020
• Marginally calibrated response distributions for end-to-end learning in autonomous driving
  3 Oct 2021 · 1 repository · arXiv:2110.01050