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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 21 of 23: papers 2,001 to 2,100 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 Inference on Matrix Manifolds for Linear Dimensionality Reduction
  14 Jun 2016 0 repositories listed
• A unified approach to mortality modelling using state-space framework: characterisation, identification, estimation and forecasting
  31 May 2016 0 repositories listed
• Merging MCMC Subposteriors through Gaussian-Process Approximations
  27 May 2016 0 repositories listed
• PAC-Bayesian Theory Meets Bayesian Inference
  27 May 2016 0 repositories listed
• Variational Bayesian Inference for Hidden Markov Models With Multivariate Gaussian Output Distributions
  27 May 2016 0 repositories listed
• Communication-Efficient Distributed Statistical Inference
  25 May 2016 0 repositories listed
• ABC random forests for Bayesian parameter inference
  18 May 2016 0 repositories listed
• An Efficient and Flexible Spike Train Model via Empirical Bayes
  10 May 2016 0 repositories listed
• High-dimensional Bayesian inference via the Unadjusted Langevin Algorithm
  5 May 2016 0 repositories listed
• Fast Rates for General Unbounded Loss Functions: from ERM to Generalized Bayes
  1 May 2016 0 repositories listed
• Bayesian Inference of Recursive Sequences of Group Activities from Tracks
  24 Apr 2016 0 repositories listed
• Variational Bayesian Inference of Line Spectra
  13 Apr 2016 0 repositories listed
• A Formal Calculus for International Relations Computation and Evaluation
  2 Apr 2016 0 repositories listed
• Bayesian inference in hierarchical models by combining independent posteriors
  30 Mar 2016 0 repositories listed
• GPU Computing in Bayesian Inference of Realized Stochastic Volatility Model
  26 Mar 2016 0 repositories listed
• Exact Bayesian inference for off-line change-point detection in tree-structured graphical models
  25 Mar 2016 0 repositories listed
• On the Theory and Practice of Privacy-Preserving Bayesian Data Analysis
  23 Mar 2016 0 repositories listed
• Accelerating a hybrid continuum-atomistic fluidic model with on-the-fly machine learning
  15 Mar 2016 0 repositories listed
• Online but Accurate Inference for Latent Variable Models with Local Gibbs Sampling
  8 Mar 2016 0 repositories listed
• Bayesian Learning of Kernel Embeddings
  7 Mar 2016 0 repositories listed
• Modeling cumulative biological phenomena with Suppes-Bayes Causal Networks
  25 Feb 2016 0 repositories listed
• Patterns of Scalable Bayesian Inference
  16 Feb 2016 0 repositories listed
• A Mathematical Trust Algebra for International Nation Relations Computation and Evaluation
  13 Feb 2016 0 repositories listed
• Variational Inference for Sparse and Undirected Models
  11 Feb 2016 0 repositories listed
• A Tractable Fully Bayesian Method for the Stochastic Block Model
  6 Feb 2016 0 repositories listed
• Variational Hamiltonian Monte Carlo via Score Matching
  6 Feb 2016 0 repositories listed
• Bayesian inference of natural selection from allele frequency time series
  20 Jan 2016 0 repositories listed
• Statistical Mechanics of High-Dimensional Inference
  18 Jan 2016 0 repositories listed
• Mixture of Bilateral-Projection Two-dimensional Probabilistic Principal Component Analysis
  7 Jan 2016 0 repositories listed
• The high-conductance state enables neural sampling in networks of LIF neurons
  5 Jan 2016 0 repositories listed
• A Relaxed Drift Diffusion Model for Phylogenetic Trait Evolution
  29 Dec 2015 0 repositories listed
• Fast Parallel SVM using Data Augmentation
  24 Dec 2015 0 repositories listed
• Probabilistic Model-Based Approach for Heart Beat Detection
  24 Dec 2015 0 repositories listed
• On the Differential Privacy of Bayesian Inference
  22 Dec 2015 0 repositories listed
• Efficient Bayesian species tree inference under the multi-species coalescent
  11 Dec 2015 0 repositories listed
• Discriminative Nonparametric Latent Feature Relational Models with Data Augmentation
  7 Dec 2015 0 repositories listed
• Bidirectional Recurrent Neural Networks as Generative Models
  1 Dec 2015 0 repositories listed
• Dependent Multinomial Models Made Easy: Stick-Breaking with the Polya-gamma Augmentation
  1 Dec 2015 0 repositories listed
• Max-Margin Majority Voting for Learning from Crowds
  1 Dec 2015 0 repositories listed
• Multi-Class Multi-Annotator Active Learning With Robust Gaussian Process for Visual Recognition
  1 Dec 2015 0 repositories listed
• The Population Posterior and Bayesian Modeling on Streams
  1 Dec 2015 0 repositories listed
• Bayesian inference via rejection filtering
  20 Nov 2015 0 repositories listed
• BIRDNEST: Bayesian Inference for Ratings-Fraud Detection
  19 Nov 2015 0 repositories listed
• Accelerating pseudo-marginal Metropolis-Hastings by correlating auxiliary variables
  17 Nov 2015 0 repositories listed
• Bayesian Inference in Cumulative Distribution Fields
  9 Nov 2015 0 repositories listed
• Biologically Inspired Dynamic Textures for Probing Motion Perception
  9 Nov 2015 0 repositories listed
• Toward Biochemical Probabilistic Computation
  9 Nov 2015 0 repositories listed
• Time-Sensitive Bayesian Information Aggregation for Crowdsourcing Systems
  21 Oct 2015 0 repositories listed
• Bayesian Inference of Online Social Network Statistics via Lightweight Random Walk Crawls
  19 Oct 2015 0 repositories listed
• Bayesian Inference via Approximation of Log-likelihood for Priors in Exponential Family
  5 Oct 2015 0 repositories listed
• Tractable Fully Bayesian Inference via Convex Optimization and Optimal Transport Theory
  29 Sep 2015 0 repositories listed
• A Simulated Annealing Approach to Bayesian Inference
  17 Sep 2015 0 repositories listed
• Bayesian inference for spatio-temporal spike-and-slab priors
  15 Sep 2015 0 repositories listed
• Modeling sequences and temporal networks with dynamic community structures
  15 Sep 2015 0 repositories listed
• Learning without Recall by Random Walks on Directed Graphs
  14 Sep 2015 0 repositories listed
• Bayesian Masking: Sparse Bayesian Estimation with Weaker Shrinkage Bias
  3 Sep 2015 0 repositories listed
• Varying-coefficient models with isotropic Gaussian process priors
  28 Aug 2015 0 repositories listed
• Zero-Truncated Poisson Tensor Factorization for Massive Binary Tensors
  18 Aug 2015 0 repositories listed
• Towards Machine Wald
  10 Aug 2015 0 repositories listed
• Orthogonal parallel MCMC methods for sampling and optimization
  30 Jul 2015 0 repositories listed
• String and Membrane Gaussian Processes
  24 Jul 2015 0 repositories listed
• Remarks on kernel Bayes' rule
  4 Jul 2015 0 repositories listed
• Unifying Bayesian Inference and Vector Space Models for Improved Decipherment
  1 Jul 2015 0 repositories listed
• Scalable Discrete Sampling as a Multi-Armed Bandit Problem
  30 Jun 2015 0 repositories listed
• Factorized Asymptotic Bayesian Inference for Factorial Hidden Markov Models
  26 Jun 2015 0 repositories listed
• Approximate Inference with the Variational Holder Bound
  19 Jun 2015 0 repositories listed
• Sampling constrained probability distributions using Spherical Augmentation
  19 Jun 2015 0 repositories listed
• Learning Deep Generative Models with Doubly Stochastic MCMC
  15 Jun 2015 0 repositories listed
• Automatic Variational Inference in Stan
  10 Jun 2015 0 repositories listed
• Provable Bayesian Inference via Particle Mirror Descent
  9 Jun 2015 0 repositories listed
• Bayesian Inference for Neighborhood Filters With Application in Denoising
  1 Jun 2015 0 repositories listed
• Real-Time Part-Based Visual Tracking via Adaptive Correlation Filters
  1 Jun 2015 0 repositories listed
• A Bounded p-norm Approximation of Max-Convolution for Sub-Quadratic Bayesian Inference on Additive Factors
  28 May 2015 0 repositories listed
• Salient Structure Detection by Context-Guided Visual Search
  17 May 2015 0 repositories listed
• Formalizing Preference Utilitarianism in Physical World Models
  21 Apr 2015 0 repositories listed
• A closed-form approach to Bayesian inference in tree-structured graphical models
  10 Apr 2015 0 repositories listed
• Bidirectional Recurrent Neural Networks as Generative Models - Reconstructing Gaps in Time Series
  7 Apr 2015 0 repositories listed
• A Parzen-based distance between probability measures as an alternative of summary statistics in Approximate Bayesian Computation
  30 Mar 2015 0 repositories listed
• Sparse Bayesian Dictionary Learning with a Gaussian Hierarchical Model
  7 Mar 2015 0 repositories listed
• Hamiltonian ABC
  6 Mar 2015 0 repositories listed
• Scalable Variational Inference in Log-supermodular Models
  23 Feb 2015 0 repositories listed
• Montblanc: GPU accelerated Radio Interferometer Measurement Equations in support of Bayesian Inference for Radio Observations
  30 Jan 2015 0 repositories listed
• Fast Approximate Inference of Transcript Expression Levels from RNA-seq Data
  27 Jan 2015 0 repositories listed
• Unbiased Bayes for Big Data: Paths of Partial Posteriors
  14 Jan 2015 0 repositories listed
• Marginal likelihood and model selection for Gaussian latent tree and forest models
  29 Dec 2014 0 repositories listed
• A Bayesian model for identifying hierarchically organised states in neural population activity
  1 Dec 2014 0 repositories listed
• Bayesian Inference for Structured Spike and Slab Priors
  1 Dec 2014 0 repositories listed
• Decoupled Variational Gaussian Inference
  1 Dec 2014 0 repositories listed
• Hamming Ball Auxiliary Sampling for Factorial Hidden Markov Models
  1 Dec 2014 0 repositories listed
• Neurons as Monte Carlo Samplers: Bayesian Inference and Learning in Spiking Networks
  1 Dec 2014 0 repositories listed
• Nonparametric Bayesian inference on multivariate exponential families
  1 Dec 2014 0 repositories listed
• Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data
  1 Dec 2014 0 repositories listed
• Scalable Inference for Neuronal Connectivity from Calcium Imaging
  1 Dec 2014 0 repositories listed
• A Nonparametric Bayesian Approach to Uncovering Rat Hippocampal Population Codes During Spatial Navigation
  27 Nov 2014 0 repositories listed
• Big Learning with Bayesian Methods
  24 Nov 2014 0 repositories listed
• Noise Benefits in Expectation-Maximization Algorithms
  24 Nov 2014 0 repositories listed
• Toward a Universal Cortical Algorithm: Examining Hierarchical Temporal Memory in Light of Frontal Cortical Function
  18 Nov 2014 0 repositories listed
• Multi-view Anomaly Detection via Probabilistic Latent Variable Models
  13 Nov 2014 0 repositories listed
• The Bayesian Echo Chamber: Modeling Social Influence via Linguistic Accommodation
  11 Nov 2014 0 repositories listed
• Bayesian feature selection with strongly-regularizing priors maps to the Ising Model
  3 Nov 2014 0 repositories listed