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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 19 of 23: papers 1,801 to 1,900 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.

• Probabilistic Model Checking of Robots Deployed in Extreme Environments
  10 Dec 2018 0 repositories listed
• Efficient transfer learning and online adaptation with latent variable models for continuous control
  8 Dec 2018 0 repositories listed
• Sampling-based Bayesian Inference with gradient uncertainty
  8 Dec 2018 0 repositories listed
• That's Mine! Learning Ownership Relations and Norms for Robots
  2 Dec 2018 0 repositories listed
• Bayesian Inference of Temporal Task Specifications from Demonstrations
  1 Dec 2018 0 repositories listed
• Demystifying excessively volatile human learning: A Bayesian persistent prior and a neural approximation
  1 Dec 2018 0 repositories listed
• Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with β-Divergences
  1 Dec 2018 0 repositories listed
• Latent Gaussian Activity Propagation: Using Smoothness and Structure to Separate and Localize Sounds in Large Noisy Environments
  1 Dec 2018 0 repositories listed
• Learning Others' Intentional Models in Multi-Agent Settings Using Interactive POMDPs
  1 Dec 2018 0 repositories listed
• Mean Field for the Stochastic Blockmodel: Optimization Landscape and Convergence Issues
  1 Dec 2018 0 repositories listed
• Predictive Approximate Bayesian Computation via Saddle Points
  1 Dec 2018 0 repositories listed
• Bayesian Adversarial Spheres: Bayesian Inference and Adversarial Examples in a Noiseless Setting
  29 Nov 2018 0 repositories listed
• Uncertainty propagation in neural networks for sparse coding
  29 Nov 2018 0 repositories listed
• Uncertainty aware audiovisual activity recognition using deep Bayesian variational inference
  27 Nov 2018 0 repositories listed
• Black-Box Autoregressive Density Estimation for State-Space Models
  20 Nov 2018 0 repositories listed
• Informed MCMC with Bayesian Neural Networks for Facial Image Analysis
  19 Nov 2018 0 repositories listed
• BAR: Bayesian Activity Recognition using variational inference
  8 Nov 2018 0 repositories listed
• Bayesian State Estimation for Unobservable Distribution Systems via Deep Learning
  7 Nov 2018 0 repositories listed
• Learning and Inference in Hilbert Space with Quantum Graphical Models
  29 Oct 2018 0 repositories listed
• Mean-field theory of graph neural networks in graph partitioning
  29 Oct 2018 0 repositories listed
• Towards Principled Uncertainty Estimation for Deep Neural Networks
  29 Oct 2018 0 repositories listed
• Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach
  23 Oct 2018 0 repositories listed
• Dynamic Likelihood-free Inference via Ratio Estimation (DIRE)
  23 Oct 2018 0 repositories listed
• Good Initializations of Variational Bayes for Deep Models
  18 Oct 2018 0 repositories listed
• EMHMM Simulation Study
  17 Oct 2018 0 repositories listed
• Metropolis-Hastings view on variational inference and adversarial training
  16 Oct 2018 0 repositories listed
• Bayesian Inference of Self-intention Attributed by Observer
  12 Oct 2018 0 repositories listed
• An easy-to-use empirical likelihood ABC method
  3 Oct 2018 0 repositories listed
• Sketching for Latent Dirichlet-Categorical Models
  2 Oct 2018 0 repositories listed
• Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers
  28 Sep 2018 0 repositories listed
• Adaptive Gaussian process surrogates for Bayesian inference
  27 Sep 2018 0 repositories listed
• Practical bounds on the error of Bayesian posterior approximations: A nonasymptotic approach
  25 Sep 2018 0 repositories listed
• Flexible Mixture Modeling on Constrained Spaces
  24 Sep 2018 0 repositories listed
• Simulator Calibration under Covariate Shift with Kernels
  21 Sep 2018 0 repositories listed
• Stochasticity from function -- why the Bayesian brain may need no noise
  21 Sep 2018 0 repositories listed
• Estimating Bayesian Optimal Treatment Regimes for Dichotomous Outcomes using Observational Data
  18 Sep 2018 0 repositories listed
• A Variational Observation Model of 3D Object for Probabilistic Semantic SLAM
  14 Sep 2018 0 repositories listed
• Seeing Tree Structure from Vibration
  13 Sep 2018 0 repositories listed
• Convolutional Graph Auto-encoder: A Deep Generative Neural Architecture for Probabilistic Spatio-temporal Solar Irradiance Forecasting
  10 Sep 2018 0 repositories listed
• Variational Bayesian Inference for Robust Streaming Tensor Factorization and Completion
  6 Sep 2018 0 repositories listed
• Semantic Information G Theory and Logical Bayesian Inference for Machine Learning
  3 Sep 2018 0 repositories listed
• A Variational Feature Encoding Method of 3D Object for Probabilistic Semantic SLAM
  30 Aug 2018 0 repositories listed
• Cortical Microcircuits from a Generative Vision Model
  3 Aug 2018 0 repositories listed
• Winner-Take-All as Basic Probabilistic Inference Unit of Neuronal Circuits
  2 Aug 2018 0 repositories listed
• Sprucing up the trees -- Error detection in treebanks
  1 Aug 2018 0 repositories listed
• Towards identifying the optimal datasize for lexically-based Bayesian inference of linguistic phylogenies
  1 Aug 2018 0 repositories listed
• Automatic Bayesian Density Analysis
  24 Jul 2018 0 repositories listed
• Sampling-based probabilistic inference emerges from learning in neural circuits with a cost on reliability
  24 Jul 2018 0 repositories listed
• Online Label Aggregation: A Variational Bayesian Approach
  19 Jul 2018 0 repositories listed
• Spatio-Temporal Structured Sparse Regression with Hierarchical Gaussian Process Priors
  15 Jul 2018 0 repositories listed
• A Driver Behavior Modeling Structure Based on Non-parametric Bayesian Stochastic Hybrid Architecture
  11 Jul 2018 0 repositories listed
• A Stochastic Hybrid Framework for Driver Behavior Modeling Based on Hierarchical Dirichlet Process
  11 Jul 2018 0 repositories listed
• Accelerated physical emulation of Bayesian inference in spiking neural networks
  6 Jul 2018 0 repositories listed
• Rating Distributions and Bayesian Inference: Enhancing Cognitive Models of Spatial Language Use
  1 Jul 2018 0 repositories listed
• Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF)
  1 Jul 2018 0 repositories listed
• An Introduction to Animal Movement Modeling with Hidden Markov Models using Stan for Bayesian Inference
  27 Jun 2018 0 repositories listed
• A probabilistic atlas of the human thalamic nuclei combining ex vivo MRI and histology
  22 Jun 2018 0 repositories listed
• Uncertainty in multitask learning: joint representations for probabilistic MR-only radiotherapy planning
  18 Jun 2018 0 repositories listed
• Cycle-Consistent Adversarial Learning as Approximate Bayesian Inference
  5 Jun 2018 0 repositories listed
• Inference Aided Reinforcement Learning for Incentive Mechanism Design in Crowdsourcing
  1 Jun 2018 0 repositories listed
• Efficient Bayesian Inference for a Gaussian Process Density Model
  29 May 2018 0 repositories listed
• Wasserstein Variational Inference
  29 May 2018 0 repositories listed
• Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers
  23 May 2018 0 repositories listed
• Bayesian Inference of Regular Expressions from Human-Generated Example Strings
  22 May 2018 0 repositories listed
• Bayesian posterior approximation via greedy particle optimization
  21 May 2018 0 repositories listed
• Approximate Bayesian inference in spatial environments
  18 May 2018 0 repositories listed
• Wasserstein Measure Coresets
  18 May 2018 0 repositories listed
• Spatial Uncertainty Sampling for End-to-End Control
  13 May 2018 0 repositories listed
• Improving Predictive Uncertainty Estimation using Dropout -- Hamiltonian Monte Carlo
  12 May 2018 0 repositories listed
• Subsampling Sequential Monte Carlo for Static Bayesian Models
  8 May 2018 0 repositories listed
• A Channel-based Exact Inference Algorithm for Bayesian Networks
  21 Apr 2018 0 repositories listed
• A sequential sampling strategy for extreme event statistics in nonlinear dynamical systems
  19 Apr 2018 0 repositories listed
• Solving Bongard Problems with a Visual Language and Pragmatic Reasoning
  12 Apr 2018 0 repositories listed
• Mean Field Network based Graph Refinement with application to Airway Tree Extraction
  10 Apr 2018 0 repositories listed
• A Compressed Sensing Approach for Distribution Matching
  2 Apr 2018 0 repositories listed
• Stochastic Gradient Hamiltonian Monte Carlo with Variance Reduction for Bayesian Inference
  29 Mar 2018 0 repositories listed
• Pseudo-marginal Bayesian inference for supervised Gaussian process latent variable models
  28 Mar 2018 0 repositories listed
• Accurate Evaluation of Asset Pricing Under Uncertainty and Ambiguity of Information
  26 Mar 2018 0 repositories listed
• From Shannon's Channel to Semantic Channel via New Bayes' Formulas for Machine Learning
  22 Mar 2018 0 repositories listed
• Finite Horizon Throughput Maximization and Sensing Optimization in Wireless Powered Devices over Fading Channels
  17 Mar 2018 0 repositories listed
• Deep Network Regularization via Bayesian Inference of Synaptic Connectivity
  4 Mar 2018 0 repositories listed
• Analysis of Langevin Monte Carlo via convex optimization
  26 Feb 2018 0 repositories listed
• A Diffusion Approximation Theory of Momentum SGD in Nonconvex Optimization
  14 Feb 2018 0 repositories listed
• Bayesian inference for bivariate ranks
  9 Feb 2018 0 repositories listed
• Goal Inference Improves Objective and Perceived Performance in Human-Robot Collaboration
  6 Feb 2018 0 repositories listed
• Weighted Community Detection and Data Clustering Using Message Passing
  30 Jan 2018 0 repositories listed
• A Review of Multiple Try MCMC algorithms for Signal Processing
  27 Jan 2018 0 repositories listed
• A Distributed Framework for the Construction of Transport Maps
  25 Jan 2018 0 repositories listed
• Bayesian reconstruction of HIV transmission trees from viral sequences and uncertain infection times
  23 Jan 2018 0 repositories listed
• Experimentally detecting a quantum change point via Bayesian inference
  23 Jan 2018 0 repositories listed
• Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification
  21 Jan 2018 0 repositories listed
• Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections
  16 Jan 2018 0 repositories listed
• Gaussian Process Neurons
  1 Jan 2018 0 repositories listed
• Interpreting Deep Classification Models With Bayesian Inference
  1 Jan 2018 0 repositories listed
• On Statistical Optimality of Variational Bayes
  25 Dec 2017 0 repositories listed
• Improvements to Inference Compilation for Probabilistic Programming in Large-Scale Scientific Simulators
  21 Dec 2017 0 repositories listed
• Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise
  9 Dec 2017 0 repositories listed
• Approximations in the homogeneous Ising model
  6 Dec 2017 0 repositories listed
• Episodic memory for continual model learning
  4 Dec 2017 0 repositories listed
• Model-based Bayesian inference of neural activity and connectivity from all-optical interrogation of a neural circuit
  1 Dec 2017 0 repositories listed