Methods › General › Dimensionality Reduction › Variational Inference › Papers, page 4

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 4 of 9: papers 301 to 400 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.

• Normalizing flow-based deep variational Bayesian network for seismic multi-hazards and impacts estimation from InSAR imagery
  20 Oct 2023 · 0 repositories · arXiv:2310.13805
• Variational Inference for SDEs Driven by Fractional Noise
  19 Oct 2023 · 0 repositories · arXiv:2310.12975
• Optimising Distributions with Natural Gradient Surrogates
  18 Oct 2023 · 1 repository · arXiv:2310.11837
• Refining Latent Representations: A Generative SSL Approach for Heterogeneous Graph Learning
  17 Oct 2023 · 0 repositories · arXiv:2310.11102
• PhyloGFN: Phylogenetic inference with generative flow networks
  12 Oct 2023 · 1 repository · arXiv:2310.08774
  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)
• High Dimensional Causal Inference with Variational Backdoor Adjustment
  9 Oct 2023 · 1 repository · arXiv:2310.06100
• Constraint-Conditioned Policy Optimization for Versatile Safe Reinforcement Learning
  5 Oct 2023 · 0 repositories · arXiv:2310.03718
• Variational Inference for GARCH-family Models
  5 Oct 2023 · 0 repositories · arXiv:2310.03435
• STAMP: Differentiable Task and Motion Planning via Stein Variational Gradient Descent
  3 Oct 2023 · 0 repositories · arXiv:2310.01775
• Improved Variational Bayesian Phylogenetic Inference using Mixtures
  2 Oct 2023 · 1 repository · arXiv:2310.00941
• LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints
  27 Sep 2023 · 1 repository · arXiv:2309.15458
• Reparameterized Variational Rejection Sampling
  26 Sep 2023 · 0 repositories · arXiv:2309.14612
• Variational Inference for Scalable 3D Object-centric Learning
  25 Sep 2023 · 0 repositories · arXiv:2309.14010
• Neural Operator Variational Inference based on Regularized Stein Discrepancy for Deep Gaussian Processes
  22 Sep 2023 · 1 repository · arXiv:2309.12658
• Bayesian sparsification for deep neural networks with Bayesian model reduction
  21 Sep 2023 · 1 repository · arXiv:2309.12095
  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)
• Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift
  21 Sep 2023 · 1 repository
• Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes
  21 Sep 2023 · 1 repository
• Diffusion-Based Probabilistic Uncertainty Estimation for Active Domain Adaptation
  21 Sep 2023 · 1 repository
• Gradient-Free Kernel Stein Discrepancy
  21 Sep 2023 · 0 repositories
• Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States
  21 Sep 2023 · 0 repositories
• On Convergence of Polynomial Approximations to the Gaussian Mixture Entropy
  21 Sep 2023 · 0 repositories
• Particle-based Variational Inference with Generalized Wasserstein Gradient Flow
  21 Sep 2023 · 0 repositories
• VaRT: Variational Regression Trees
  21 Sep 2023 · 0 repositories
• Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models
  20 Sep 2023 · 0 repositories · arXiv:2309.11420
• Posterior sampling algorithms for unsupervised speech enhancement with recurrent variational autoencoder
  19 Sep 2023 · 0 repositories · arXiv:2309.10439
• Amortised Inference in Bayesian Neural Networks
  6 Sep 2023 · 1 repository · arXiv:2309.03018
• Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference
  6 Sep 2023 · 0 repositories · arXiv:2309.02868
• Distributed Variational Inference for Online Supervised Learning
  5 Sep 2023 · 1 repository · arXiv:2309.02606
• Variational Bayesian Imaging with an Efficient Surrogate Score-based Prior
  5 Sep 2023 · 1 repository · arXiv:2309.01949
  Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 13 pointer-only (licence)
• Interactive Graph Convolutional Filtering
  4 Sep 2023 · 0 repositories · arXiv:2309.01453
• Cognition-Mode Aware Variational Representation Learning Framework for Knowledge Tracing
  3 Sep 2023 · 1 repository · arXiv:2309.01179
• Towards Efficient Modeling and Inference in Multi-Dimensional Gaussian Process State-Space Models
  3 Sep 2023 · 2 repositories · arXiv:2309.01074
• PAVI: Plate-Amortized Variational Inference
  30 Aug 2023 · 0 repositories · arXiv:2308.16022
• Multi-Response Heteroscedastic Gaussian Process Models and Their Inference
  29 Aug 2023 · 0 repositories · arXiv:2308.15370
• Channel Estimation in RIS-Enabled mmWave Wireless Systems: A Variational Inference Approach
  25 Aug 2023 · 0 repositories · arXiv:2308.13616
• Finding the Perfect Fit: Applying Regression Models to ClimateBench v1.0
  23 Aug 2023 · 1 repository · arXiv:2308.11854
• Semi-Implicit Variational Inference via Score Matching
  19 Aug 2023 · 1 repository · arXiv:2308.10014
  Syntology official (archive's flag): 7 ran · 7 ran (of which 6 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• Spike-and-slab shrinkage priors for structurally sparse Bayesian neural networks
  17 Aug 2023 · 0 repositories · arXiv:2308.09104
• Natural Evolution Strategies as a Black Box Estimator for Stochastic Variational Inference
  15 Aug 2023 · 0 repositories · arXiv:2308.08053
• Probabilistic Neural Transfer Function Estimation with Bayesian System Identification
  11 Aug 2023 · 0 repositories · arXiv:2308.05990
• Comparing the quality of neural network uncertainty estimates for classification problems
  11 Aug 2023 · 0 repositories · arXiv:2308.05903
• Learning Distributions via Monte-Carlo Marginalization
  11 Aug 2023 · 0 repositories · arXiv:2308.06352
• Target Detection on Hyperspectral Images Using MCMC and VI Trained Bayesian Neural Networks
  11 Aug 2023 · 0 repositories · arXiv:2308.06293
• Large Skew-t Copula Models and Asymmetric Dependence in Intraday Equity Returns
  10 Aug 2023 · 0 repositories · arXiv:2308.05564
• Path Signatures for Diversity in Probabilistic Trajectory Optimisation
  8 Aug 2023 · 0 repositories · arXiv:2308.04071
• VLUCI: Variational Learning of Unobserved Confounders for Counterfactual Inference
  2 Aug 2023 · 0 repositories · arXiv:2308.00904
• Variational Label-Correlation Enhancement for Congestion Prediction
  1 Aug 2023 · 0 repositories · arXiv:2308.00529
• HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer
  30 Jul 2023 · 0 repositories · arXiv:2307.16171
• Linear Convergence of Black-Box Variational Inference: Should We Stick the Landing?
  27 Jul 2023 · 0 repositories · arXiv:2307.14642
• BayesDAG: Gradient-Based Posterior Inference for Causal Discovery
  26 Jul 2023 · 1 repository · arXiv:2307.13917
  Syntology official (archive's flag): 3 ran · 4 ran (of which 1 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) · 3 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation
  21 Jul 2023 · 0 repositories · arXiv:2307.11397
• Amortized Variational Inference: When and Why?
  20 Jul 2023 · 2 repositories · arXiv:2307.11018
• VITS : Variational Inference Thompson Sampling for contextual bandits
  19 Jul 2023 · 1 repository · arXiv:2307.10167
• Variational Inference with Gaussian Score Matching
  15 Jul 2023 · 2 repositories · arXiv:2307.07849
  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) · 0 unverified (of 2 harvested samples)
• Brain in the Dark: Design Principles for Neuro-mimetic Learning and Inference
  14 Jul 2023 · 0 repositories · arXiv:2307.08613
• Robust scalable initialization for Bayesian variational inference with multi-modal Laplace approximations
  12 Jul 2023 · 0 repositories · arXiv:2307.06424
• A Causal Ordering Prior for Unsupervised Representation Learning
  11 Jul 2023 · 0 repositories · arXiv:2307.05704
• Neural Causal Graph Collaborative Filtering
  10 Jul 2023 · 1 repository · arXiv:2307.04384
• Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference
  10 Jul 2023 · 0 repositories · arXiv:2307.04779
• LINFA: a Python library for variational inference with normalizing flow and annealing
  10 Jul 2023 · 1 repository · arXiv:2307.04675
• Learning Space-Time Continuous Neural PDEs from Partially Observed States
  9 Jul 2023 · 1 repository · arXiv:2307.04110
• Probabilistic Test-Time Generalization by Variational Neighbor-Labeling
  8 Jul 2023 · 0 repositories · arXiv:2307.04033
• GeoPhy: Differentiable Phylogenetic Inference via Geometric Gradients of Tree Topologies
  7 Jul 2023 · 1 repository · arXiv:2307.03675
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• A probabilistic, data-driven closure model for RANS simulations with aleatoric, model uncertainty
  5 Jul 2023 · 1 repository · arXiv:2307.02432
• Personalized Federated Learning via Amortized Bayesian Meta-Learning
  5 Jul 2023 · 0 repositories · arXiv:2307.02222
• Thompson sampling for improved exploration in GFlowNets
  30 Jun 2023 · 0 repositories · arXiv:2306.17693
• Stochastic Gradient Bayesian Optimal Experimental Designs for Simulation-based Inference
  27 Jun 2023 · 0 repositories · arXiv:2306.15731
• Joint Prompt Optimization of Stacked LLMs using Variational Inference
  21 Jun 2023 · 1 repository · arXiv:2306.12509
  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) · 16 unverified (of 19 harvested samples)
• Structure-Sensitive Graph Dictionary Embedding for Graph Classification
  18 Jun 2023 · 0 repositories · arXiv:2306.10505
• Neural Fast Full-Rank Spatial Covariance Analysis for Blind Source Separation
  17 Jun 2023 · 0 repositories · arXiv:2306.10240
• A Heavy-Tailed Algebra for Probabilistic Programming
  15 Jun 2023 · 0 repositories · arXiv:2306.09262
• Realising Synthetic Active Inference Agents, Part I: Epistemic Objectives and Graphical Specification Language
  13 Jun 2023 · 0 repositories · arXiv:2306.08014
• Conditional Matrix Flows for Gaussian Graphical Models
  12 Jun 2023 · 2 repositories · arXiv:2306.07255
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 4 pointer-only (licence)
• Additive Multi-Index Gaussian process modeling, with application to multi-physics surrogate modeling of the quark-gluon plasma
  11 Jun 2023 · 0 repositories · arXiv:2306.07299
• VIFS: An End-to-End Variational Inference for Foley Sound Synthesis
  8 Jun 2023 · 1 repository · arXiv:2306.05004
• Improving Hyperparameter Learning under Approximate Inference in Gaussian Process Models
  7 Jun 2023 · 1 repository · arXiv:2306.04201
  Syntology official (archive's flag): 13 ran · 18 ran (of which 0 constructed an object rather than computing a result; 18 with no instrument failure: 0 honoured, 0 violated, 18 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 19 harvested samples)
• GCD-DDPM: A Generative Change Detection Model Based on Difference-Feature Guided DDPM
  6 Jun 2023 · 1 repository · arXiv:2306.03424
• Deep Active Learning with Structured Neural Depth Search
  5 Jun 2023 · 0 repositories · arXiv:2306.02808
• Input-gradient space particle inference for neural network ensembles
  5 Jun 2023 · 1 repository · arXiv:2306.02775
  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) · 0 unverified (of 1 harvested sample)
• ContraBAR: Contrastive Bayes-Adaptive Deep RL
  4 Jun 2023 · 1 repository · arXiv:2306.02418
• Provable convergence guarantees for black-box variational inference
  4 Jun 2023 · 0 repositories · arXiv:2306.03638
• An information field theory approach to Bayesian state and parameter estimation in dynamical systems
  3 Jun 2023 · 1 repository · arXiv:2306.02150
• Variational Gaussian Process Diffusion Processes
  3 Jun 2023 · 1 repository · arXiv:2306.02066
  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) · 0 unverified (of 1 harvested sample)
• Balanced Training of Energy-Based Models with Adaptive Flow Sampling
  1 Jun 2023 · 0 repositories · arXiv:2306.00684
• Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains
  1 Jun 2023 · 0 repositories · arXiv:2306.01802
• On the Convergence of Coordinate Ascent Variational Inference
  1 Jun 2023 · 0 repositories · arXiv:2306.01122
• Learning to solve Bayesian inverse problems: An amortized variational inference approach using Gaussian and Flow guides
  31 May 2023 · 1 repository · arXiv:2305.20004
• Neural Markov Jump Processes
  31 May 2023 · 1 repository · arXiv:2305.19744
  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)
• DualVAE: Controlling Colours of Generated and Real Images
  30 May 2023 · 0 repositories · arXiv:2305.18769
• Provably Fast Finite Particle Variants of SVGD via Virtual Particle Stochastic Approximation
  27 May 2023 · 0 repositories · arXiv:2305.17558
• Differentiable Random Partition Models
  26 May 2023 · 1 repository · arXiv:2305.16841
• A Rigorous Link between Deep Ensembles and (Variational) Bayesian Methods
  24 May 2023 · 0 repositories · arXiv:2305.15027
• Bayesian calibration of differentiable agent-based models
  24 May 2023 · 0 repositories · arXiv:2305.15340
• On the Convergence of Black-Box Variational Inference
  24 May 2023 · 0 repositories · arXiv:2305.15349
• Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization
  23 May 2023 · 1 repository · arXiv:2305.14543
• DIVA: A Dirichlet Process Mixtures Based Incremental Deep Clustering Algorithm via Variational Auto-Encoder
  23 May 2023 · 1 repository · arXiv:2305.14067
• Federated Variational Inference: Towards Improved Personalization and Generalization
  23 May 2023 · 0 repositories · arXiv:2305.13672
• Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent
  23 May 2023 · 0 repositories · arXiv:2305.14076
• Variational Inference with Coverage Guarantees in Simulation-Based Inference
  23 May 2023 · 1 repository · arXiv:2305.14275
• Score Operator Newton transport
  16 May 2023 · 0 repositories · arXiv:2305.09792