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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 16 of 23: papers 1,501 to 1,600 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.

• Bayesian data-driven discovery of partial differential equations with variable coefficients
  2 Feb 2021 0 repositories listed
• Modeling German Word Order Acquisition via Bayesian Inference
  1 Feb 2021 0 repositories listed
• Human Inference in Changing Environments With Temporal Structure
  27 Jan 2021 0 repositories listed
• Fundamental limits and algorithms for sparse linear regression with sublinear sparsity
  27 Jan 2021 0 repositories listed
• Probabilistic Inference for Learning from Untrusted Sources
  15 Jan 2021 0 repositories listed
• Scaling Up Bayesian Uncertainty Quantification for Inverse Problems using Deep Neural Networks
  11 Jan 2021 0 repositories listed
• Maximum a Posteriori Inference of Random Dot Product Graphs via Conic Programming
  6 Jan 2021 0 repositories listed
• Control-Data Separation and Logical Condition Propagation for Efficient Inference on Probabilistic Programs
  5 Jan 2021 0 repositories listed
• Learning optimal Bayesian prior probabilities from data
  3 Jan 2021 0 repositories listed
• A Bayesian-Symbolic Approach to Learning and Reasoning for Intuitive Physics
  1 Jan 2021 0 repositories listed
• Bayesian Context Aggregation for Neural Processes
  1 Jan 2021 0 repositories listed
• Bayesian Neural Networks with Variance Propagation for Uncertainty Evaluation
  1 Jan 2021 0 repositories listed
• Scalable Bayesian Inverse Reinforcement Learning by Auto-Encoding Reward
  1 Jan 2021 0 repositories listed
• Uncertainty Calibration Error: A New Metric for Multi-Class Classification
  1 Jan 2021 0 repositories listed
• Variational Multi-Task Learning
  1 Jan 2021 0 repositories listed
• A Tutorial on Sparse Gaussian Processes and Variational Inference
  27 Dec 2020 0 repositories listed
• On Batch Normalisation for Approximate Bayesian Inference
  24 Dec 2020 0 repositories listed
• Alternating linear scheme in a Bayesian framework for low-rank tensor approximation
  21 Dec 2020 0 repositories listed
• Recent advances in deep learning theory
  20 Dec 2020 0 repositories listed
• Forming Real-World Human-Robot Cooperation for Tasks With General Goal
  19 Dec 2020 0 repositories listed
• Lévy walks derived from a Bayesian decision-making model in non-stationary environments
  16 Dec 2020 0 repositories listed
• Bayesian Neural Ordinary Differential Equations
  14 Dec 2020 0 repositories listed
• Noise and Fluctuation of Finite Learning Rate Stochastic Gradient Descent
  7 Dec 2020 0 repositories listed
• Bayesian Causal Structural Learning with Zero-Inflated Poisson Bayesian Networks
  1 Dec 2020 0 repositories listed
• Generalised Bayesian Filtering via Sequential Monte Carlo
  1 Dec 2020 0 repositories listed
• Online Bayesian Goal Inference for Boundedly Rational Planning Agents
  1 Dec 2020 0 repositories listed
• Distributed Variational Bayesian Algorithms Over Sensor Networks
  27 Nov 2020 0 repositories listed
• Free Energy Minimization: A Unified Framework for Modelling, Inference, Learning,and Optimization
  25 Nov 2020 0 repositories listed
• Gaussian Density Parametrization Flow: Particle and Stochastic Approaches
  23 Nov 2020 0 repositories listed
• On the Inconsistency of Bayesian Inference for Misspecified Neural Networks
  23 Nov 2020 0 repositories listed
• Parametric Bootstrap Ensembles as Variational Inference
  23 Nov 2020 0 repositories listed
• Transforming Worlds: Automated Involutive MCMC for Open-Universe Probabilistic Models
  23 Nov 2020 0 repositories listed
• Variational Refinement for Importance SamplingUsing the Forward Kullback-Leibler Divergence
  23 Nov 2020 0 repositories listed
• Stein Variational Model Predictive Control
  15 Nov 2020 0 repositories listed
• On a Variational Approximation based Empirical Likelihood ABC Method
  12 Nov 2020 0 repositories listed
• Extending the statistical software package Engine for Likelihood-Free Inference
  8 Nov 2020 0 repositories listed
• Amortized Conditional Normalized Maximum Likelihood: Reliable Out of Distribution Uncertainty Estimation
  5 Nov 2020 0 repositories listed
• Problems using deep generative models for probabilistic audio source separation
  3 Nov 2020 0 repositories listed
• Differentially Private Bayesian Inference for Generalized Linear Models
  1 Nov 2020 0 repositories listed
• Subgroup-based Rank-1 Lattice Quasi-Monte Carlo
  29 Oct 2020 0 repositories listed
• Micro-CT Synthesis and Inner Ear Super Resolution via Generative Adversarial Networks and Bayesian Inference
  27 Oct 2020 0 repositories listed
• Bayesian Importance of Features (BIF)
  26 Oct 2020 0 repositories listed
• Robust Bayesian Inference for Discrete Outcomes with the Total Variation Distance
  26 Oct 2020 0 repositories listed
• Bayesian Inference in Physics-Driven Problems with Adversarial Priors
  23 Oct 2020 0 repositories listed
• From the Expectation Maximisation Algorithm to Autoencoded Variational Bayes
  23 Oct 2020 0 repositories listed
• Spike and slab variational Bayes for high dimensional logistic regression
  22 Oct 2020 0 repositories listed
• Bayesian Inference for Optimal Transport with Stochastic Cost
  19 Oct 2020 0 repositories listed
• Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference
  19 Oct 2020 0 repositories listed
• Quantification of Ebola virus replication kinetics in vitro
  19 Oct 2020 0 repositories listed
• Fundamental Linear Algebra Problem of Gaussian Inference
  15 Oct 2020 0 repositories listed
• Stochastic Frontier Analysis with Generalized Errors: inference, model comparison and averaging
  11 Oct 2020 0 repositories listed
• Learning Not to Learn: Nature versus Nurture in Silico
  9 Oct 2020 0 repositories listed
• Physics-constrained Bayesian inference of state functions in classical density-functional theory
  7 Oct 2020 0 repositories listed
• Learning Manifold Implicitly via Explicit Heat-Kernel Learning
  5 Oct 2020 0 repositories listed
• Bayesian Policy Search for Stochastic Domains
  1 Oct 2020 0 repositories listed
• Towards Scalable Bayesian Learning of Causal DAGs
  30 Sep 2020 0 repositories listed
• Amortized Conditional Normalized Maximum Likelihood
  28 Sep 2020 0 repositories listed
• Expressive yet Tractable Bayesian Deep Learning via Subnetwork Inference
  28 Sep 2020 0 repositories listed
• Multilevel Gibbs Sampling for Bayesian Regression
  25 Sep 2020 0 repositories listed
• Partially Observable Online Change Detection via Smooth-Sparse Decomposition
  22 Sep 2020 0 repositories listed
• Epidemic mitigation by statistical inference from contact tracing data
  20 Sep 2020 0 repositories listed
• Remote sensing image fusion based on Bayesian GAN
  20 Sep 2020 0 repositories listed
• Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference
  20 Sep 2020 0 repositories listed
• Optimality of short-term synaptic plasticity in modelling certain dynamic environments
  15 Sep 2020 0 repositories listed
• Density Estimation via Bayesian Inference Engines
  14 Sep 2020 0 repositories listed
• Tracking disease outbreaks from sparse data with Bayesian inference
  12 Sep 2020 0 repositories listed
• Non-linear fitting with joint spatial regularization in Arterial Spin Labeling
  10 Sep 2020 0 repositories listed
• Towards Flexible Sparsity-Aware Modeling: Automatic Tensor Rank Learning Using The Generalized Hyperbolic Prior
  5 Sep 2020 0 repositories listed
• Bayesian Perceptron: Towards fully Bayesian Neural Networks
  3 Sep 2020 0 repositories listed
• The linear conditional expectation in Hilbert space
  27 Aug 2020 0 repositories listed
• Surrogate Model For Field Optimization Using Beta-VAE Based Regression
  26 Aug 2020 0 repositories listed
• Blindness of score-based methods to isolated components and mixing proportions
  23 Aug 2020 0 repositories listed
• Assessing Safety-Critical Systems from Operational Testing: A Study on Autonomous Vehicles
  19 Aug 2020 0 repositories listed
• Bayesian geoacoustic inversion using mixture density network
  18 Aug 2020 0 repositories listed
• Bayesian neural networks and dimensionality reduction
  18 Aug 2020 0 repositories listed
• Data-Informed Decomposition for Localized Uncertainty Quantification of Dynamical Systems
  14 Aug 2020 0 repositories listed
• BAT.jl -- A Julia-based tool for Bayesian inference
  7 Aug 2020 0 repositories listed
• Bayesian learning of orthogonal embeddings for multi-fidelity Gaussian Processes
  5 Aug 2020 0 repositories listed
• Bayesian Inference by Symbolic Model Checking
  29 Jul 2020 0 repositories listed
• Active pooling design in group testing based on Bayesian posterior prediction
  27 Jul 2020 0 repositories listed
• Deep Knowledge Tracing with Learning Curves
  26 Jul 2020 0 repositories listed
• Are low frequency macroeconomic variables important for high frequency electricity prices?
  24 Jul 2020 0 repositories listed
• Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks
  24 Jul 2020 0 repositories listed
• Modeling Stochastic Microscopic Traffic Behaviors: a Physics Regularized Gaussian Process Approach
  17 Jul 2020 0 repositories listed
• SBI -- A toolkit for simulation-based inference
  17 Jul 2020 0 repositories listed
• Faster Uncertainty Quantification for Inverse Problems with Conditional Normalizing Flows
  15 Jul 2020 0 repositories listed
• A Class of Conjugate Priors for Multinomial Probit Models which Includes the Multivariate Normal One
  14 Jul 2020 0 repositories listed
• BaCOUn: Bayesian Classifers with Out-of-Distribution Uncertainty
  12 Jul 2020 0 repositories listed
• Characteristics of Monte Carlo Dropout in Wide Neural Networks
  10 Jul 2020 0 repositories listed
• Kernel Stein Generative Modeling
  6 Jul 2020 0 repositories listed
• Meta-Learning Divergences of Variational Inference
  6 Jul 2020 0 repositories listed
• Stochastic Variational Bayesian Inference for a Nonlinear Forward Model
  3 Jul 2020 0 repositories listed
• The FMRIB Variational Bayesian Inference Tutorial II: Stochastic Variational Bayes
  3 Jul 2020 0 repositories listed
• AutoBayes: Automated Bayesian Graph Exploration for Nuisance-Robust Inference
  2 Jul 2020 0 repositories listed
• Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints
  2 Jul 2020 0 repositories listed
• WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale
  2 Jul 2020 0 repositories listed
• Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo
  1 Jul 2020 0 repositories listed
• Bayesian Low Rank Tensor Ring Model for Image Completion
  29 Jun 2020 0 repositories listed
• Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift
  26 Jun 2020 0 repositories listed
• The principles of adaptation in organisms and machines II: Thermodynamics of the Bayesian brain
  23 Jun 2020 0 repositories listed