Browse State-of-the-Art › Bayesian Inference › Papers, page 14

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 14 of 23: papers 1,301 to 1,400 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.

• Marginal and Joint Cross-Entropies & Predictives for Online Bayesian Inference, Active Learning, and Active Sampling
  18 May 2022 0 repositories listed
• Intuitive and Efficient Human-robot Collaboration via Real-time Approximate Bayesian Inference
  17 May 2022 0 repositories listed
• Addressing Census data problems in race imputation via fully Bayesian Improved Surname Geocoding and name supplements
  12 May 2022 0 repositories listed
• Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems
  12 May 2022 0 repositories listed
• Scalable Stochastic Parametric Verification with Stochastic Variational Smoothed Model Checking
  11 May 2022 0 repositories listed
• A Deep Learning Approach to Dst Index Prediction
  5 May 2022 0 repositories listed
• Sequential Importance Sampling for Hybrid Model Bayesian Inference to Support Bioprocess Mechanism Learning and Robust Control
  5 May 2022 0 repositories listed
• Bézier Curve Gaussian Processes
  3 May 2022 0 repositories listed
• A Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction
  1 May 2022 0 repositories listed
• TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference
  1 May 2022 0 repositories listed
• Approximating Permutations with Neural Network Components for Travelling Photographer Problem
  30 Apr 2022 0 repositories listed
• Deep Ensemble as a Gaussian Process Approximate Posterior
  30 Apr 2022 0 repositories listed
• Statistical applications of contrastive learning
  29 Apr 2022 0 repositories listed
• Designing Perceptual Puzzles by Differentiating Probabilistic Programs
  26 Apr 2022 0 repositories listed
• A Bayesian Approach To Graph Partitioning
  24 Apr 2022 0 repositories listed
• A majorization-minimization algorithm for nonnegative binary matrix factorization
  20 Apr 2022 0 repositories listed
• Beta Residuals: Improving Fault-Tolerant Control for Sensory Faults via Bayesian Inference and Precision Learning
  17 Apr 2022 0 repositories listed
• Learning-based Bounded Synthesis for Semi-MDPs with LTL Specifications
  9 Apr 2022 0 repositories listed
• Predictive coding and stochastic resonance as fundamental principles of auditory perception
  7 Apr 2022 0 repositories listed
• Hybrid Predictive Coding: Inferring, Fast and Slow
  5 Apr 2022 0 repositories listed
• Primitive-based Shape Abstraction via Nonparametric Bayesian Inference
  28 Mar 2022 0 repositories listed
• Free energy and inference in living systems
  27 Mar 2022 0 repositories listed
• Bayesian Deep Learning with Multilevel Trace-class Neural Networks
  24 Mar 2022 0 repositories listed
• DiSECt: A Differentiable Simulator for Parameter Inference and Control in Robotic Cutting
  19 Mar 2022 0 repositories listed
• Variational inference of fractional Brownian motion with linear computational complexity
  15 Mar 2022 0 repositories listed
• Generative models and Bayesian inversion using Laplace approximation
  15 Mar 2022 0 repositories listed
• Quantifying active and resistive stresses in adherent cells
  12 Mar 2022 0 repositories listed
• Estimation of the incubation period and generation time of SARS-CoV-2 Alpha and Delta variants from contact tracing data
  11 Mar 2022 0 repositories listed
• Sampling Bias Correction for Supervised Machine Learning: A Bayesian Inference Approach with Practical Applications
  11 Mar 2022 0 repositories listed
• Online Dynamic Parameter Estimation of an Alkaline Electrolysis System Based on Bayesian Inference
  8 Mar 2022 0 repositories listed
• Comparison of LSTM autoencoder based deep learning enabled Bayesian inference using two time series reconstruction approaches
  3 Mar 2022 0 repositories listed
• Gaussian Process-based Spatial Reconstruction of Electromagnetic fields
  3 Mar 2022 0 repositories listed
• Bayesian Sequential Stacking Algorithm for Concurrently Designing Molecules and Synthetic Reaction Networks
  1 Mar 2022 0 repositories listed
• IBIA: Bayesian Inference via Incremental Build-Infer-Approximate operations on Clique Trees
  24 Feb 2022 0 repositories listed
• Non-Volatile Memory Accelerated Posterior Estimation
  21 Feb 2022 0 repositories listed
• Fast online inference for nonlinear contextual bandit based on Generative Adversarial Network
  17 Feb 2022 0 repositories listed
• Hybridizing Physical and Data-driven Prediction Methods for Physicochemical Properties
  17 Feb 2022 0 repositories listed
• The efficacy and generalizability of conditional GANs for posterior inference in physics-based inverse problems
  15 Feb 2022 0 repositories listed
• Sequential Bayesian experimental designs via reinforcement learning
  14 Feb 2022 0 repositories listed
• Adjoint-aided inference of Gaussian process driven differential equations
  9 Feb 2022 0 repositories listed
• Impact of Parameter Sparsity on Stochastic Gradient MCMC Methods for Bayesian Deep Learning
  8 Feb 2022 0 repositories listed
• Black-box Bayesian inference for economic agent-based models
  1 Feb 2022 0 repositories listed
• Exoplanet Characterization using Conditional Invertible Neural Networks
  31 Jan 2022 0 repositories listed
• Simplifying deflation for non-convex optimization with applications in Bayesian inference and topology optimization
  28 Jan 2022 0 repositories listed
• A Probabilistic Framework for Dynamic Object Recognition in 3D Environment With A Novel Continuous Ground Estimation Method
  27 Jan 2022 0 repositories listed
• A Kernel Learning Method for Backward SDE Filter
  25 Jan 2022 0 repositories listed
• Bayesian Inference with Nonlinear Generative Models: Comments on Secure Learning
  19 Jan 2022 0 repositories listed
• Asymptotic properties of Bayesian inference in linear regression with a structural break
  18 Jan 2022 0 repositories listed
• Bayesian inference of spatial and temporal relations in AI patents for EU countries
  18 Jan 2022 0 repositories listed
• A visual exploration of Gaussian Processes and Infinite Neural Networks
  17 Jan 2022 0 repositories listed
• Incorporating Bayesian approaches in Deep Learning Research
  17 Jan 2022 0 repositories listed
• Bayesian sense of time in biological and artificial brains
  14 Jan 2022 0 repositories listed
• An Overview of Uncertainty Quantification Methods for Infinite Neural Networks
  13 Jan 2022 0 repositories listed
• Loss-calibrated expectation propagation for approximate Bayesian decision-making
  10 Jan 2022 0 repositories listed
• SpectraNet: Learned Recognition of Artificial Satellites From High Contrast Spectroscopic Imagery
  10 Jan 2022 0 repositories listed
• Classifying Turbulent Environments via Machine Learning
  3 Jan 2022 0 repositories listed
• Bayesian Invariant Risk Minimization
  1 Jan 2022 0 repositories listed
• Inferring perceptual decision making parameters from behavior in production and reproduction tasks
  31 Dec 2021 0 repositories listed
• Interpreting Dynamical Systems as Bayesian Reasoners
  27 Dec 2021 0 repositories listed
• Surrogate Likelihoods for Variational Annealed Importance Sampling
  22 Dec 2021 0 repositories listed
• Data fission: splitting a single data point
  21 Dec 2021 0 repositories listed
• Mathematical modelling, selection and hierarchical inference to determine the minimal dose in IFNα therapy against Myeloproliferative Neoplasms
  20 Dec 2021 0 repositories listed
• Predictive Coding Theories of Cortical Function
  19 Dec 2021 0 repositories listed
• AI and extreme scale computing to learn and infer the physics of higher order gravitational wave modes of quasi-circular, spinning, non-precessing binary black hole mergers
  13 Dec 2021 0 repositories listed
• Unified field theoretical approach to deep and recurrent neuronal networks
  10 Dec 2021 0 repositories listed
• A Bayesian take on option pricing with Gaussian processes
  7 Dec 2021 0 repositories listed
• On the Effectiveness of Mode Exploration in Bayesian Model Averaging for Neural Networks
  7 Dec 2021 0 repositories listed
• Active Inference in Robotics and Artificial Agents: Survey and Challenges
  3 Dec 2021 0 repositories listed
• Challenges and Opportunities in Approximate Bayesian Deep Learning for Intelligent IoT Systems
  3 Dec 2021 0 repositories listed
• A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics
  1 Dec 2021 0 repositories listed
• A Novel Gaussian Process Based Ground Segmentation Algorithm with Local-Smoothness Estimation
  1 Dec 2021 0 repositories listed
• A sampling-based circuit for optimal decision making
  1 Dec 2021 0 repositories listed
• Fast Bayesian Inference for Gaussian Cox Processes via Path Integral Formulation
  1 Dec 2021 0 repositories listed
• Functional Variational Inference based on Stochastic Process Generators
  1 Dec 2021 0 repositories listed
• A category theory framework for Bayesian learning
  29 Nov 2021 0 repositories listed
• Forget-SVGD: Particle-Based Bayesian Federated Unlearning
  23 Nov 2021 0 repositories listed
• Bridging the reality gap in quantum devices with physics-aware machine learning
  22 Nov 2021 0 repositories listed
• Can Sequential Bayesian Inference Solve Continual Learning?
  22 Nov 2021 0 repositories listed
• Probabilistic Deep Learning with Generalised Variational Inference
  22 Nov 2021 0 repositories listed
• Structured Stochastic Gradient MCMC: a hybrid VI and MCMC approach
  22 Nov 2021 0 repositories listed
• Bayesian Learning via Neural Schrödinger-Föllmer Flows
  20 Nov 2021 0 repositories listed
• Kalman filters as the steady-state solution of gradient descent on variational free energy
  20 Nov 2021 0 repositories listed
• The "Bayesian" brain, with a bit less Bayes
  17 Nov 2021 0 repositories listed
• Robustness of Bayesian Neural Networks to White-Box Adversarial Attacks
  16 Nov 2021 0 repositories listed
• Bayesian inference of the climbing grade scale
  15 Nov 2021 0 repositories listed
• MC-CIM: Compute-in-Memory with Monte-Carlo Dropouts for Bayesian Edge Intelligence
  13 Nov 2021 0 repositories listed
• Multi-Task Neural Processes
  10 Nov 2021 0 repositories listed
• Aligned Multi-Task Gaussian Process
  29 Oct 2021 0 repositories listed
• A Scalable Inference Method For Large Dynamic Economic Systems
  27 Oct 2021 0 repositories listed
• Locally Differentially Private Bayesian Inference
  27 Oct 2021 0 repositories listed
• Bayesian Inference in Physics-Based Nonlinear Flame Models
  19 Oct 2021 0 repositories listed
• Efficient posterior inference & generalization in physics-based Bayesian inference with conditional GANs
  19 Oct 2021 0 repositories listed
• An Adaptive-Importance-Sampling-Enhanced Bayesian Approach for Topology Estimation in an Unbalanced Power Distribution System
  18 Oct 2021 0 repositories listed
• Godot is not coming: when we will let innovations enter psychiatry?
  16 Oct 2021 0 repositories listed
• Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue
  16 Oct 2021 0 repositories listed
• Pathologies in priors and inference for Bayesian transformers
  8 Oct 2021 0 repositories listed
• De-randomizing MCMC dynamics with the diffusion Stein operator
  7 Oct 2021 0 repositories listed
• Procedure Planning in Instructional Videos via Contextual Modeling and Model-based Policy Learning
  5 Oct 2021 0 repositories listed
• Kalman Bayesian Neural Networks for Closed-form Online Learning
  3 Oct 2021 0 repositories listed
• Semantic Classification and Learning Using a Linear Tranformation Model in a Probabilistic Type Theory with Records
  1 Oct 2021 0 repositories listed