Browse State-of-the-Art › Bayesian Inference › Papers, page 18

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 18 of 23: papers 1,701 to 1,800 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.

• Neural Permutation Processes
  16 Oct 2019 0 repositories listed
• Stein Variational Gradient Descent for Approximate Bayesian Computation
  16 Oct 2019 0 repositories listed
• Bayesian Integration of Multi-resolutional Grid Codes for Spatial Cognition
  14 Oct 2019 0 repositories listed
• Variational Tracking and Prediction with Generative Disentangled State-Space Models
  14 Oct 2019 0 repositories listed
• Stochastic triangular mesh mapping: A terrain mapping technique for autonomous mobile robots
  8 Oct 2019 0 repositories listed
• Evaluating Scalable Uncertainty Estimation Methods for DNN-Based Molecular Property Prediction
  7 Oct 2019 0 repositories listed
• Nonasymptotic estimates for Stochastic Gradient Langevin Dynamics under local conditions in nonconvex optimization
  4 Oct 2019 0 repositories listed
• A deep surrogate approach to efficient Bayesian inversion in PDE and integral equation models
  3 Oct 2019 0 repositories listed
• Bayesian Graph Convolution LSTM for Skeleton Based Action Recognition
  1 Oct 2019 0 repositories listed
• Uncertainty-Aware Audiovisual Activity Recognition Using Deep Bayesian Variational Inference
  1 Oct 2019 0 repositories listed
• Non-Gaussian processes and neural networks at finite widths
  30 Sep 2019 0 repositories listed
• Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over the Simplex
  25 Sep 2019 0 repositories listed
• bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond)
  25 Sep 2019 0 repositories listed
• Gaussian Process Meta-Representations Of Neural Networks
  25 Sep 2019 0 repositories listed
• Learning Curves for Deep Neural Networks: A field theory perspective
  25 Sep 2019 0 repositories listed
• Meta-Learning for Variational Inference
  25 Sep 2019 0 repositories listed
• Mixture Distributions for Scalable Bayesian Inference
  25 Sep 2019 0 repositories listed
• On the Parameterization of Gaussian Mean Field Posteriors in Bayesian Neural Networks
  25 Sep 2019 0 repositories listed
• Quantifying uncertainty with GAN-based priors
  25 Sep 2019 0 repositories listed
• Refining the variational posterior through iterative optimization
  25 Sep 2019 0 repositories listed
• A Peek into the Unobservable: Hidden States and Bayesian Inference for the Bitcoin and Ether Price Series
  24 Sep 2019 0 repositories listed
• Uncertainty Quantification with Statistical Guarantees in End-to-End Autonomous Driving Control
  21 Sep 2019 0 repositories listed
• Learn to Estimate Labels Uncertainty for Quality Assurance
  17 Sep 2019 0 repositories listed
• Prediction Uncertainty Estimation for Hate Speech Classification
  16 Sep 2019 0 repositories listed
• GAN priors for Bayesian inference
  14 Sep 2019 0 repositories listed
• Efficient Bayesian synthetic likelihood with whitening transformations
  11 Sep 2019 0 repositories listed
• Assessing the Safety and Reliability of Autonomous Vehicles from Road Testing
  19 Aug 2019 0 repositories listed
• Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control
  12 Aug 2019 0 repositories listed
• Bayesian Inference for Large Scale Image Classification
  9 Aug 2019 0 repositories listed
• Convergence Rates of Variational Inference in Sparse Deep Learning
  9 Aug 2019 0 repositories listed
• Bayesian Incremental Inference Update by Re-using Calculations from Belief Space Planning: A New Paradigm
  6 Aug 2019 0 repositories listed
• Uncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement
  31 Jul 2019 0 repositories listed
• Deep learning-based prediction of kinetic parameters from myocardial perfusion MRI
  27 Jul 2019 0 repositories listed
• Bayesian Inference with Generative Adversarial Network Priors
  22 Jul 2019 0 repositories listed
• SubTSBR to tackle high noise and outliers for data-driven discovery of differential equations
  17 Jul 2019 0 repositories listed
• Concentration of the matrix-valued minimum mean-square error in optimal Bayesian inference
  15 Jul 2019 0 repositories listed
• Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling
  14 Jul 2019 0 repositories listed
• Bayesian deep learning with hierarchical prior: Predictions from limited and noisy data
  8 Jul 2019 0 repositories listed
• Thompson Sampling on Symmetric α-Stable Bandits
  8 Jul 2019 0 repositories listed
• Variational Inference MPC for Bayesian Model-based Reinforcement Learning
  8 Jul 2019 0 repositories listed
• Learning in Volatile Environments with the Bayes Factor Surprise
  5 Jul 2019 0 repositories listed
• Probabilistic CCA with Implicit Distributions
  4 Jul 2019 0 repositories listed
• Adaptive particle-based approximations of the Gibbs posterior for inverse problems
  2 Jul 2019 0 repositories listed
• Bandit Learning for Diversified Interactive Recommendation
  1 Jul 2019 0 repositories listed
• Bayesian Inference of Spacecraft Pose using Particle Filtering
  26 Jun 2019 0 repositories listed
• Parameter Estimation and Uncertainty Quantification for Systems Biology Models
  26 Jun 2019 0 repositories listed
• Probabilistic model predictive safety certification for learning-based control
  25 Jun 2019 0 repositories listed
• Confidence Calibration for Convolutional Neural Networks Using Structured Dropout
  23 Jun 2019 0 repositories listed
• Learning Curves for Deep Neural Networks: A Gaussian Field Theory Perspective
  12 Jun 2019 0 repositories listed
• Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models
  10 Jun 2019 0 repositories listed
• Hierarchical Bayesian myocardial perfusion quantification
  6 Jun 2019 0 repositories listed
• Sparse Bayesian Learning Approach for Discrete Signal Reconstruction
  1 Jun 2019 0 repositories listed
• Generalizing Eye Tracking With Bayesian Adversarial Learning
  1 Jun 2019 0 repositories listed
• Cross-modal Variational Auto-encoder with Distributed Latent Spaces and Associators
  30 May 2019 0 repositories listed
• Data Augementation with Polya Inverse Gamma
  29 May 2019 0 repositories listed
• Switching Linear Dynamics for Variational Bayes Filtering
  29 May 2019 0 repositories listed
• Walsh-Hadamard Variational Inference for Bayesian Deep Learning
  27 May 2019 0 repositories listed
• Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models
  26 May 2019 0 repositories listed
• Variational Bayes: A report on approaches and applications
  26 May 2019 0 repositories listed
• Decentralized Bayesian Learning over Graphs
  24 May 2019 0 repositories listed
• Efficient MCMC Sampling with Dimension-Free Convergence Rate using ADMM-type Splitting
  23 May 2019 0 repositories listed
• Accelerating Langevin Sampling with Birth-death
  23 May 2019 0 repositories listed
• LR-GLM: High-Dimensional Bayesian Inference Using Low-Rank Data Approximations
  17 May 2019 0 repositories listed
• Reconstruction-Aware Imaging System Ranking by use of a Sparsity-Driven Numerical Observer Enabled by Variational Bayesian Inference
  14 May 2019 0 repositories listed
• Variational approximations using Fisher divergence
  13 May 2019 0 repositories listed
• Spectral Reconstruction with Deep Neural Networks
  10 May 2019 0 repositories listed
• A Latent Variational Framework for Stochastic Optimization
  5 May 2019 0 repositories listed
• Variational Domain Adaptation
  1 May 2019 0 repositories listed
• Neuromorphic Acceleration for Approximate Bayesian Inference on Neural Networks via Permanent Dropout
  29 Apr 2019 0 repositories listed
• Few-Shot Bayesian Imitation Learning with Logical Program Policies
  12 Apr 2019 0 repositories listed
• Compressed sensing reconstruction using Expectation Propagation
  10 Apr 2019 0 repositories listed
• A Generalization Bound for Online Variational Inference
  8 Apr 2019 0 repositories listed
• The Kikuchi Hierarchy and Tensor PCA
  8 Apr 2019 0 repositories listed
• Learning Personalized Thermal Preferences via Bayesian Active Learning with Unimodality Constraints
  21 Mar 2019 0 repositories listed
• Weighted Mean Curvature
  17 Mar 2019 0 repositories listed
• A Multi-armed Bandit MCMC, with applications in sampling from doubly intractable posterior
  13 Mar 2019 0 repositories listed
• Elements of Sequential Monte Carlo
  12 Mar 2019 0 repositories listed
• Goal-Directed Behavior under Variational Predictive Coding: Dynamic Organization of Visual Attention and Working Memory
  12 Mar 2019 0 repositories listed
• Embarrassingly parallel MCMC using deep invertible transformations
  11 Mar 2019 0 repositories listed
• Spiking Neural Network on Neuromorphic Hardware for Energy-Efficient Unidimensional SLAM
  6 Mar 2019 0 repositories listed
• Joint Perception and Control as Inference with an Object-based Implementation
  4 Mar 2019 0 repositories listed
• V2X System Architecture Utilizing Hybrid Gaussian Process-based Model Structures
  4 Mar 2019 0 repositories listed
• Approximation Properties of Variational Bayes for Vector Autoregressions
  2 Mar 2019 0 repositories listed
• Adaptive Gaussian Copula ABC
  27 Feb 2019 0 repositories listed
• Manifold Optimization Assisted Gaussian Variational Approximation
  11 Feb 2019 0 repositories listed
• A stochastic version of Stein Variational Gradient Descent for efficient sampling
  9 Feb 2019 0 repositories listed
• Low-pass filtering as Bayesian inference
  9 Feb 2019 0 repositories listed
• A Bayesian Approach for Accurate Classification-Based Aggregates
  6 Feb 2019 0 repositories listed
• Stochastic Zeroth-order Discretizations of Langevin Diffusions for Bayesian Inference
  4 Feb 2019 0 repositories listed
• Predictive Uncertainty Quantification with Compound Density Networks
  4 Feb 2019 0 repositories listed
• Sequential Bayesian Detection of Spike Activities from Fluorescence Observations
  31 Jan 2019 0 repositories listed
• What does the free energy principle tell us about the brain?
  23 Jan 2019 0 repositories listed
• A bi-partite generative model framework for analyzing and simulating large scale multiple discrete-continuous travel behaviour data
  18 Jan 2019 0 repositories listed
• Theory of Minds: Understanding Behavior in Groups Through Inverse Planning
  18 Jan 2019 0 repositories listed
• Multi-modal Ensemble Classification for Generalized Zero Shot Learning
  15 Jan 2019 0 repositories listed
• Bayesian shrinkage in mixture of experts models: Identifying robust determinants of class membership
  12 Jan 2019 0 repositories listed
• Uncertainty-Based Out-of-Distribution Detection in Deep Reinforcement Learning
  8 Jan 2019 0 repositories listed
• Can You Trust This Prediction? Auditing Pointwise Reliability After Learning
  2 Jan 2019 0 repositories listed
• Guess Who's Coming (and Who's Going): Bringing Perspective to the Rational Speech Acts Framework
  1 Jan 2019 0 repositories listed
• Physics-Based Learning for Robotic Environmental Sensing
  10 Dec 2018 0 repositories listed