Browse State-of-the-Art › Bayesian Inference › Papers, page 11

Bayesian Inference

Papers archive 2025-07-28

archive papers tagged: 2,226 · with a code link: 747 · where Syntology ran a sample: 164 (135 with a run with no instrument failure, 29 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (164 of 2,226 tagged: 135 with a run with no instrument failure, 29 where every run was a failure of Syntology's instrument)

Page 11 of 23: papers 1,001 to 1,100 of 2,226, 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.

• RAG-based Explainable Prediction of Road Users Behaviors for Automated Driving using Knowledge Graphs and Large Language Models
  1 May 2024 0 repositories listed
• Variational Neuron Shifting for Few-Shot Image Classification Across Domains
  1 May 2024 0 repositories listed
• Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Design
  30 Apr 2024 0 repositories listed
• Scalable Bayesian Inference in the Era of Deep Learning: From Gaussian Processes to Deep Neural Networks
  29 Apr 2024 0 repositories listed
• Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements
  24 Apr 2024 0 repositories listed
• Variational Bayesian surrogate modelling with application to robust design optimisation
  23 Apr 2024 0 repositories listed
• BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models
  18 Apr 2024 0 repositories listed
• Underdetermined DOA Estimation of Off-Grid Sources Based on the Generalized Double Pareto Prior
  18 Apr 2024 0 repositories listed
• Partial Identification of Heteroskedastic Structural VARs: Theory and Bayesian Inference
  17 Apr 2024 0 repositories listed
• Bayesian Federated Model Compression for Communication and Computation Efficiency
  11 Apr 2024 0 repositories listed
• Efficient Sound Field Reconstruction with Conditional Invertible Neural Networks
  10 Apr 2024 0 repositories listed
• Active Exploration in Bayesian Model-based Reinforcement Learning for Robot Manipulation
  2 Apr 2024 0 repositories listed
• Accounting for contact network uncertainty in epidemic inferences
  1 Apr 2024 0 repositories listed
• A Unified Kernel for Neural Network Learning
  26 Mar 2024 0 repositories listed
• Divide, Conquer, Combine Bayesian Decision Tree Sampling
  26 Mar 2024 0 repositories listed
• Bridging the Sim-to-Real Gap with Bayesian Inference
  25 Mar 2024 0 repositories listed
• Bridging Privacy and Robustness for Trustworthy Machine Learning
  25 Mar 2024 0 repositories listed
• Clustered Mallows Model
  19 Mar 2024 0 repositories listed
• In-context Exploration-Exploitation for Reinforcement Learning
  11 Mar 2024 0 repositories listed
• Scalable Bayesian inference for the generalized linear mixed model
  5 Mar 2024 0 repositories listed
• A prediction rigidity formalism for low-cost uncertainties in trained neural networks
  4 Mar 2024 0 repositories listed
• Joint Parameter and Parameterization Inference with Uncertainty Quantification through Differentiable Programming
  4 Mar 2024 0 repositories listed
• Statistical Mechanics of Dynamical System Identification
  4 Mar 2024 0 repositories listed
• Prediction of the SYM-H Index Using a Bayesian Deep Learning Method with Uncertainty Quantification
  27 Feb 2024 0 repositories listed
• Quasi-Bayesian Estimation and Inference with Control Functions
  27 Feb 2024 0 repositories listed
• Towards a Digital Twin Framework in Additive Manufacturing: Machine Learning and Bayesian Optimization for Time Series Process Optimization
  27 Feb 2024 0 repositories listed
• DART: Depth-Enhanced Accurate and Real-Time Background Matting
  24 Feb 2024 0 repositories listed
• Regularization by denoising: Bayesian model and Langevin-within-split Gibbs sampling
  19 Feb 2024 0 repositories listed
• Human Goal Recognition as Bayesian Inference: Investigating the Impact of Actions, Timing, and Goal Solvability
  16 Feb 2024 0 repositories listed
• Semi-parametric financial risk forecasting incorporating multiple realized measures
  15 Feb 2024 0 repositories listed
• Bayesian Deep Learning Via Expectation Maximization and Turbo Deep Approximate Message Passing
  12 Feb 2024 0 repositories listed
• Improvement and generalization of ABCD method with Bayesian inference
  12 Feb 2024 0 repositories listed
• A Factor Graph Model of Trust for a Collaborative Multi-Agent System
  10 Feb 2024 0 repositories listed
• SMC Is All You Need: Parallel Strong Scaling
  9 Feb 2024 0 repositories listed
• Recent methods from statistical inference and machine learning to improve integrative modeling of macromolecular assemblies
  31 Jan 2024 0 repositories listed
• Enhancing Gaussian Process Surrogates for Optimization and Posterior Approximation via Random Exploration
  30 Jan 2024 0 repositories listed
• Dynamical System Identification, Model Selection and Model Uncertainty Quantification by Bayesian Inference
  30 Jan 2024 0 repositories listed
• Incoherent Probability Judgments in Large Language Models
  30 Jan 2024 0 repositories listed
• Recovering Mental Representations from Large Language Models with Markov Chain Monte Carlo
  30 Jan 2024 0 repositories listed
• Bayesian Inference Accelerator for Spiking Neural Networks
  27 Jan 2024 0 repositories listed
• A hybrid tau-leap for simulating chemical kinetics with applications to parameter estimation
  17 Jan 2024 0 repositories listed
• Reliability Analysis of Complex Systems using Subset Simulations with Hamiltonian Neural Networks
  10 Jan 2024 0 repositories listed
• Stable generative modeling using Schrödinger bridges
  9 Jan 2024 0 repositories listed
• Neural Population Decoding and Imbalanced Multi-Omic Datasets For Cancer Subtype Diagnosis
  6 Jan 2024 0 repositories listed
• Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image Registration
  4 Jan 2024 0 repositories listed
• Deep de Finetti: Recovering Topic Distributions from Large Language Models
  21 Dec 2023 0 repositories listed
• Bayesian Analysis of Combinatorial Gaussian Process Bandits
  20 Dec 2023 0 repositories listed
• Stochastic Control Barrier Functions with Bayesian Inference for Unknown Stochastic Differential Equations
  20 Dec 2023 0 repositories listed
• Distributed Bayesian Inference for Large-Scale IoT Systems
  19 Dec 2023 0 repositories listed
• Observation-Augmented Contextual Multi-Armed Bandits for Robotic Search and Exploration
  19 Dec 2023 0 repositories listed
• Safeguarded Progress in Reinforcement Learning: Safe Bayesian Exploration for Control Policy Synthesis
  18 Dec 2023 0 repositories listed
• Do Bayesian Neural Networks Improve Weapon System Predictive Maintenance?
  16 Dec 2023 0 repositories listed
• Bayesian Metaplasticity from Synaptic Uncertainty
  15 Dec 2023 0 repositories listed
• Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling
  13 Dec 2023 0 repositories listed
• Vehicle Lane Change Prediction based on Knowledge Graph Embeddings and Bayesian Inference
  11 Dec 2023 0 repositories listed
• Spinal Muscle Atrophy Disease Modelling as Bayesian Network
  29 Nov 2023 0 repositories listed
• Bayesian inference of a new Mallows model for characterising symptom sequences applied in primary progressive aphasia
  22 Nov 2023 0 repositories listed
• Digital Twin Framework for Optimal and Autonomous Decision-Making in Cyber-Physical Systems: Enhancing Reliability and Adaptability in the Oil and Gas Industry
  21 Nov 2023 0 repositories listed
• Beyond the Power Law: Estimation, Goodness-of-Fit, and a Semiparametric Extension in Complex Networks
  19 Nov 2023 0 repositories listed
• Bayes in the age of intelligent machines
  16 Nov 2023 0 repositories listed
• Bayesian mechanics of self-organising systems
  16 Nov 2023 0 repositories listed
• Frequentist Guarantees of Distributed (Non)-Bayesian Inference
  14 Nov 2023 0 repositories listed
• Joint Location Sensing and Channel Estimation for IRS-Aided mmWave ISAC Systems
  14 Nov 2023 0 repositories listed
• Operational modal analysis of under-determined system based on Bayesian CP decomposition
  9 Nov 2023 0 repositories listed
• An Unsupervised Deep Learning Approach for the Wave Equation Inverse Problem
  8 Nov 2023 0 repositories listed
• Flexible Bayesian Inference on Partially Observed Epidemics
  6 Nov 2023 0 repositories listed
• Projecting basis functions with tensor networks for Gaussian process regression
  31 Oct 2023 0 repositories listed
• Function Space Bayesian Pseudocoreset for Bayesian Neural Networks
  27 Oct 2023 0 repositories listed
• Inferring to C or not to C: Evolutionary games with Bayesian inferential strategies
  27 Oct 2023 0 repositories listed
• Amortised Inference in Neural Networks for Small-Scale Probabilistic Meta-Learning
  24 Oct 2023 0 repositories listed
• Device Detection and Channel Estimation in MTC with Correlated Activity Pattern
  23 Oct 2023 0 repositories listed
• Sequential Gibbs Posteriors with Applications to Principal Component Analysis
  19 Oct 2023 0 repositories listed
• Bayesian Flow Networks in Continual Learning
  18 Oct 2023 0 repositories listed
• Advancing Audio Emotion and Intent Recognition with Large Pre-Trained Models and Bayesian Inference
  16 Oct 2023 0 repositories listed
• Hierarchical MTC User Activity Detection and Channel Estimation with Unknown Spatial Covariance
  16 Oct 2023 0 repositories listed
• Worst-Case Analysis is Maximum-A-Posteriori Estimation
  15 Oct 2023 0 repositories listed
• A Stochastic Particle Variational Bayesian Inference Inspired Deep-Unfolding Network for Non-Convex Parameter Estimation
  9 Oct 2023 0 repositories listed
• A time-varying finance-led model for U.S. business cycles
  8 Oct 2023 0 repositories listed
• Fishnets: Information-Optimal, Scalable Aggregation for Sets and Graphs
  5 Oct 2023 0 repositories listed
• Variational Inference for GARCH-family Models
  5 Oct 2023 0 repositories listed
• Probabilistic Block Term Decomposition for the Modelling of Higher-Order Arrays
  4 Oct 2023 0 repositories listed
• STAMP: Differentiable Task and Motion Planning via Stein Variational Gradient Descent
  3 Oct 2023 0 repositories listed
• Towards a Unified Framework for Sequential Decision Making
  3 Oct 2023 0 repositories listed
• Statistical physics, Bayesian inference and neural information processing
  29 Sep 2023 0 repositories listed
• A Mean Field Approach to Empirical Bayes Estimation in High-dimensional Linear Regression
  28 Sep 2023 0 repositories listed
• Entropic Matching for Expectation Propagation of Markov Jump Processes
  27 Sep 2023 0 repositories listed
• A closer look at parameter identifiability, model selection and handling of censored data with Bayesian Inference in mathematical models of tumour growth
  23 Sep 2023 0 repositories listed
• Bounded rationality in structured density estimation
  21 Sep 2023 0 repositories listed
• Bounded rationality in structured density estimation
  21 Sep 2023 0 repositories listed
• MFRL-BI: Design of a Model-free Reinforcement Learning Process Control Scheme by Using Bayesian Inference
  17 Sep 2023 0 repositories listed
• Physics-informed Bayesian inference of external potentials in classical density-functional theory
  13 Sep 2023 0 repositories listed
• Affine Invariant Ensemble Transform Methods to Improve Predictive Uncertainty in Neural Networks
  9 Sep 2023 0 repositories listed
• Reducing the False Positive Rate Using Bayesian Inference in Autonomous Driving Perception
  9 Sep 2023 0 repositories listed
• A Probabilistic Semi-Supervised Approach with Triplet Markov Chains
  7 Sep 2023 0 repositories listed
• Learning Active Subspaces for Effective and Scalable Uncertainty Quantification in Deep Neural Networks
  6 Sep 2023 0 repositories listed
• Bayesian inference of composition-dependent phase diagrams
  3 Sep 2023 0 repositories listed
• PAVI: Plate-Amortized Variational Inference
  30 Aug 2023 0 repositories listed
• Deep Learning and Bayesian inference for Inverse Problems
  28 Aug 2023 0 repositories listed
• A transport approach to sequential simulation-based inference
  26 Aug 2023 0 repositories listed
• Auto-weighted Bayesian Physics-Informed Neural Networks and robust estimations for multitask inverse problems in pore-scale imaging of dissolution
  24 Aug 2023 0 repositories listed