Browse State-of-the-Art › Bayesian Inference › Papers, page 13

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 13 of 23: papers 1,201 to 1,300 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.

• Further analysis of multilevel Stein variational gradient descent with an application to the Bayesian inference of glacier ice models
  6 Dec 2022 0 repositories listed
• PRISM: Probabilistic Real-Time Inference in Spatial World Models
  6 Dec 2022 0 repositories listed
• Multielement polynomial chaos Kriging-based metamodelling for Bayesian inference of non-smooth systems
  5 Dec 2022 0 repositories listed
• Are you using test log-likelihood correctly?
  1 Dec 2022 0 repositories listed
• Trust and Time Preference: Measuring a Causal Effect in a Random-Assignment Experiment
  30 Nov 2022 0 repositories listed
• A Search and Detection Autonomous Drone System: from Design to Implementation
  29 Nov 2022 0 repositories listed
• Double Robust Bayesian Inference on Average Treatment Effects
  29 Nov 2022 0 repositories listed
• Approximate Gibbs Sampler for Efficient Inference of Hierarchical Bayesian Models for Grouped Count Data
  28 Nov 2022 0 repositories listed
• Looking at the posterior: accuracy and uncertainty of neural-network predictions
  26 Nov 2022 0 repositories listed
• Bayesian Learning for Neural Networks: an algorithmic survey
  21 Nov 2022 0 repositories listed
• Few-shot Non-line-of-sight Imaging with Signal-surface Collaborative Regularization
  21 Nov 2022 0 repositories listed
• Active Exploration based on Information Gain by Particle Filter for Efficient Spatial Concept Formation
  20 Nov 2022 0 repositories listed
• Orthogonal Polynomials Approximation Algorithm (OPAA):a functional analytic approach to estimating probability densities
  16 Nov 2022 0 repositories listed
• Understanding Approximation for Bayesian Inference in Neural Networks
  11 Nov 2022 0 repositories listed
• Generalization of generative model for neuronal ensemble inference method
  7 Nov 2022 0 repositories listed
• Federated Averaging Langevin Dynamics: Toward a unified theory and new algorithms
  31 Oct 2022 0 repositories listed
• SoftBart: Soft Bayesian Additive Regression Trees
  28 Oct 2022 0 repositories listed
• Bayesian Inference of Transition Matrices from Incomplete Graph Data with a Topological Prior
  27 Oct 2022 0 repositories listed
• Bayesian Methods in Automated Vehicle's Car-following Uncertainties: Enabling Strategic Decision Making
  25 Oct 2022 0 repositories listed
• Variational Bayesian Inference Clustering Based Joint User Activity and Data Detection for Grant-Free Random Access in mMTC
  25 Oct 2022 0 repositories listed
• GFlowOut: Dropout with Generative Flow Networks
  24 Oct 2022 0 repositories listed
• Learning Latent Structural Causal Models
  24 Oct 2022 0 repositories listed
• Bayesian deep learning framework for uncertainty quantification in high dimensions
  21 Oct 2022 0 repositories listed
• Uncertain Evidence in Probabilistic Models and Stochastic Simulators
  21 Oct 2022 0 repositories listed
• Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery
  20 Oct 2022 0 repositories listed
• Bottom-up data integration in polymer models of chromatin organisation
  20 Oct 2022 0 repositories listed
• On Representations of Mean-Field Variational Inference
  20 Oct 2022 0 repositories listed
• Deep Learning Aided Laplace Based Bayesian Inference for Epidemiological Systems
  17 Oct 2022 0 repositories listed
• Marginalized particle Gibbs for multiple state-space models coupled through shared parameters
  13 Oct 2022 0 repositories listed
• Signal Detection in MIMO Systems with Hardware Imperfections: Message Passing on Neural Networks
  8 Oct 2022 0 repositories listed
• Unified Probabilistic Neural Architecture and Weight Ensembling Improves Model Robustness
  8 Oct 2022 0 repositories listed
• Robust Bayesian Inference for Moving Horizon Estimation
  5 Oct 2022 0 repositories listed
• Adaptive Synaptic Failure Enables Sampling from Posterior Predictive Distributions in the Brain
  4 Oct 2022 0 repositories listed
• Probabilistic Wind Park Power Prediction using Bayesian Deep Learning and Generative Adversarial Networks
  1 Oct 2022 0 repositories listed
• Generalized second law of thermodynamics in the Glosten-Milgrom model
  30 Sep 2022 0 repositories listed
• Accurate, reliable and interpretable solubility prediction of druglike molecules with attention pooling and Bayesian learning
  29 Sep 2022 0 repositories listed
• Feature Selection via the Intervened Interpolative Decomposition and its Application in Diversifying Quantitative Strategies
  29 Sep 2022 0 repositories listed
• Hamiltonian Adaptive Importance Sampling
  27 Sep 2022 0 repositories listed
• Seq2Seq Surrogates of Epidemic Models to Facilitate Bayesian Inference
  20 Sep 2022 0 repositories listed
• Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification
  18 Sep 2022 0 repositories listed
• BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data
  12 Sep 2022 0 repositories listed
• Uncovering Regions of Maximum Dissimilarity on Random Process Data
  12 Sep 2022 0 repositories listed
• Implicit Full Waveform Inversion with Deep Neural Representation
  8 Sep 2022 0 repositories listed
• Non-Gaussian Process Regression
  7 Sep 2022 0 repositories listed
• Bayesian Neural Network Inference via Implicit Models and the Posterior Predictive Distribution
  6 Sep 2022 0 repositories listed
• Deep importance sampling using tensor trains with application to a priori and a posteriori rare event estimation
  5 Sep 2022 0 repositories listed
• Investigating the Impact of Model Misspecification in Neural Simulation-based Inference
  5 Sep 2022 0 repositories listed
• Topology Change Aware Data-Driven Probabilistic Distribution State Estimation Based on Gaussian Process
  5 Sep 2022 0 repositories listed
• Variational Inference for Model-Free and Model-Based Reinforcement Learning
  4 Sep 2022 0 repositories listed
• Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization
  1 Sep 2022 0 repositories listed
• Conjugate Natural Selection
  29 Aug 2022 0 repositories listed
• Dynamic Calibration of Nonlinear Sensors with Time-Drifts and Delays by Bayesian Inference
  29 Aug 2022 0 repositories listed
• Spatial Relation Graph and Graph Convolutional Network for Object Goal Navigation
  27 Aug 2022 0 repositories listed
• Learning and Compositionality: a Unification Attempt via Connectionist Probabilistic Programming
  26 Aug 2022 0 repositories listed
• A deep learning framework for geodesics under spherical Wasserstein-Fisher-Rao metric and its application for weighted sample generation
  25 Aug 2022 0 repositories listed
• Simulating how animals learn: a new modelling framework applied to the process of optimal foraging
  25 Aug 2022 0 repositories listed
• Robust Bayesian Nonnegative Matrix Factorization with Implicit Regularizers
  22 Aug 2022 0 repositories listed
• Scale invariant process regression: Towards Bayesian ML with minimal assumptions
  22 Aug 2022 0 repositories listed
• A Novel Resource Allocation for Anti-jamming in Cognitive-UAVs: an Active Inference Approach
  10 Aug 2022 0 repositories listed
• Deep Maxout Network Gaussian Process
  8 Aug 2022 0 repositories listed
• SwISS: A Scalable Markov chain Monte Carlo Divide-and-Conquer Strategy
  8 Aug 2022 0 repositories listed
• Optimal Rates for Regularized Conditional Mean Embedding Learning
  2 Aug 2022 0 repositories listed
• Enhanced gradient-based MCMC in discrete spaces
  29 Jul 2022 0 repositories listed
• Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection
  22 Jul 2022 0 repositories listed
• A Two-stage Multiband WiFi Sensing Scheme via Stochastic Particle-Based Variational Bayesian Inference
  21 Jul 2022 0 repositories listed
• Mean-field Variational Inference via Wasserstein Gradient Flow
  17 Jul 2022 0 repositories listed
• Minimum Description Length Control
  17 Jul 2022 0 repositories listed
• Latent Variable Models for Bayesian Causal Discovery
  12 Jul 2022 0 repositories listed
• Neural Posterior Estimation with Differentiable Simulators
  12 Jul 2022 0 repositories listed
• Comparative Study of Inference Methods for Interpolative Decomposition
  29 Jun 2022 0 repositories listed
• Bayesian Neural Network Detector for an Orthogonal Time Frequency Space Modulation
  27 Jun 2022 0 repositories listed
• Towards Unifying Perceptual Reasoning and Logical Reasoning
  27 Jun 2022 0 repositories listed
• Variational Bayesian inference for CP tensor completion with side information
  24 Jun 2022 0 repositories listed
• Bayesian model calibration for block copolymer self-assembly: Likelihood-free inference and expected information gain computation via measure transport
  22 Jun 2022 0 repositories listed
• Cold Posteriors through PAC-Bayes
  22 Jun 2022 0 repositories listed
• Multiband Delay Estimation for Localization Using a Two-Stage Global Estimation Scheme
  20 Jun 2022 0 repositories listed
• Sampling from Log-Concave Distributions over Polytopes via a Soft-Threshold Dikin Walk
  19 Jun 2022 0 repositories listed
• Scaling multi-species occupancy models to large citizen science datasets
  17 Jun 2022 0 repositories listed
• Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift
  17 Jun 2022 0 repositories listed
• Calibrating Agent-based Models to Microdata with Graph Neural Networks
  15 Jun 2022 0 repositories listed
• How Adults Understand What Young Children Say
  15 Jun 2022 0 repositories listed
• Variational Bayes Deep Operator Network: A data-driven Bayesian solver for parametric differential equations
  12 Jun 2022 0 repositories listed
• On the safe use of prior densities for Bayesian model selection
  10 Jun 2022 0 repositories listed
• PAVI: Plate-Amortized Variational Inference
  10 Jun 2022 0 repositories listed
• A Learning- and Scenario-based MPC Design for Nonlinear Systems in LPV Framework with Safety and Stability Guarantees
  6 Jun 2022 0 repositories listed
• Automated Circuit Sizing with Multi-objective Optimization based on Differential Evolution and Bayesian Inference
  6 Jun 2022 0 repositories listed
• BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement
  6 Jun 2022 0 repositories listed
• Information Threshold, Bayesian Inference and Decision-Making
  5 Jun 2022 0 repositories listed
• Bayesian Inference of Stochastic Dynamical Networks
  2 Jun 2022 0 repositories listed
• Excess risk analysis for epistemic uncertainty with application to variational inference
  2 Jun 2022 0 repositories listed
• Bayesian Inference for the Multinomial Probit Model under Gaussian Prior Distribution
  1 Jun 2022 0 repositories listed
• Bayesian Active Learning for Scanning Probe Microscopy: from Gaussian Processes to Hypothesis Learning
  30 May 2022 0 repositories listed
• Bayesian Low-Rank Interpolative Decomposition for Complex Datasets
  30 May 2022 0 repositories listed
• Deterministic Langevin Monte Carlo with Normalizing Flows for Bayesian Inference
  27 May 2022 0 repositories listed
• Analytics of Business Time Series Using Machine Learning and Bayesian Inference
  25 May 2022 0 repositories listed
• Flexible and Hierarchical Prior for Bayesian Nonnegative Matrix Factorization
  23 May 2022 0 repositories listed
• Parameters identification for an inverse problem arising from a binary option using a Bayesian inference approach
  23 May 2022 0 repositories listed
• Quasi Black-Box Variational Inference with Natural Gradients for Bayesian Learning
  23 May 2022 0 repositories listed
• RL with KL penalties is better viewed as Bayesian inference
  23 May 2022 0 repositories listed
• Variational Inference for Bayesian Bridge Regression
  19 May 2022 0 repositories listed