Browse State-of-the-Art › Bayesian Inference › Papers, page 10
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 10 of 23: papers 901 to 1,000 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.
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Modelling Alzheimer's Protein Dynamics: A Data-Driven Integration of Stochastic Methods, Machine Learning and Connectome Insights4 Nov 2024 0 repositories listed
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Interacting Large Language Model Agents. Interpretable Models and Social Learning2 Nov 2024 0 repositories listed
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Bayesian Approaches for Revealing Complex Neural Network Dynamics in Parkinson's Disease30 Oct 2024 0 repositories listed
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KALAM: toolKit for Automating high-Level synthesis of Analog computing systeMs30 Oct 2024 0 repositories listed
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Variational Bayes Decomposition for Inverse Estimation with Superimposed Multispectral Intensity29 Oct 2024 0 repositories listed
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A Stein Gradient Descent Approach for Doubly Intractable Distributions28 Oct 2024 0 repositories listed
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Embedded Nonlocal Operator Regression (ENOR): Quantifying model error in learning nonlocal operators27 Oct 2024 0 repositories listed
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Dimension reduction via score ratio matching25 Oct 2024 0 repositories listed
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FeBiM: Efficient and Compact Bayesian Inference Engine Empowered with Ferroelectric In-Memory Computing25 Oct 2024 0 repositories listed
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Noise-Aware Differentially Private Variational Inference25 Oct 2024 0 repositories listed
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A Bayesian Perspective on the Maximum Score Problem22 Oct 2024 0 repositories listed
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Hyperboloid GPLVM for Discovering Continuous Hierarchies via Nonparametric Estimation22 Oct 2024 0 repositories listed
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A Trust-Region Method for Graphical Stein Variational Inference21 Oct 2024 0 repositories listed
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BI-EqNO: Generalized Approximate Bayesian Inference with an Equivariant Neural Operator Framework21 Oct 2024 0 repositories listed
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Semiparametric Bayesian Inference for a Conditional Moment Equality Model21 Oct 2024 0 repositories listed
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A Survey of Uncertainty Estimation in LLMs: Theory Meets Practice20 Oct 2024 0 repositories listed
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Active inference and deep generative modeling for cognitive ultrasound17 Oct 2024 0 repositories listed
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Goal Inference from Open-Ended Dialog17 Oct 2024 0 repositories listed
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Optimal lower bounds for logistic log-likelihoods14 Oct 2024 0 repositories listed
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A Variational Bayesian Inference Theory of Elasticity and Its Mixed Probabilistic Finite Element Method for Inverse Deformation Solutions in Any Dimension10 Oct 2024 0 repositories listed
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Efficient Reinforcement Learning with Large Language Model Priors10 Oct 2024 0 repositories listed
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Efficient Weight-Space Laplace-Gaussian Filtering and Smoothing for Sequential Deep Learning9 Oct 2024 0 repositories listed
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On the Minimal Theory of Consciousness Implicit in Active Inference9 Oct 2024 0 repositories listed
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TapType: Ten-finger text entry on everyday surfaces via Bayesian inference8 Oct 2024 0 repositories listed
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Ranking Policy Learning via Marketplace Expected Value Estimation From Observational Data6 Oct 2024 0 repositories listed
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Improving Generalization with Flat Hilbert Bayesian Inference5 Oct 2024 0 repositories listed
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An uncertainty-aware Digital Shadow for underground multimodal CO2 storage monitoring2 Oct 2024 0 repositories listed
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Thermodynamic Bayesian Inference2 Oct 2024 0 repositories listed
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Annealing Flow Generative Models Towards Sampling High-Dimensional and Multi-Modal Distributions30 Sep 2024 0 repositories listed
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Simulation-based inference with the Python Package sbijax28 Sep 2024 0 repositories listed
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A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications27 Sep 2024 0 repositories listed
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Forecasting Macroeconomic Dynamics using a Calibrated Data-Driven Agent-based Model27 Sep 2024 0 repositories listed
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Functional Stochastic Gradient MCMC for Bayesian Neural Networks25 Sep 2024 0 repositories listed
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Parameter-efficient Bayesian Neural Networks for Uncertainty-aware Depth Estimation25 Sep 2024 0 repositories listed
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Novel Gradient Sparsification Algorithm via Bayesian Inference23 Sep 2024 0 repositories listed
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Unrolled denoising networks provably learn optimal Bayesian inference19 Sep 2024 0 repositories listed
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HJ-sampler: A Bayesian sampler for inverse problems of a stochastic process by leveraging Hamilton-Jacobi PDEs and score-based generative models15 Sep 2024 0 repositories listed
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Efficient Online Inference and Learning in Partially Known Nonlinear State-Space Models by Learning Expressive Degrees of Freedom Offline14 Sep 2024 0 repositories listed
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Exploring Action-Centric Representations Through the Lens of Rate-Distortion Theory13 Sep 2024 0 repositories listed
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Localized Schrödinger Bridge Sampler12 Sep 2024 0 repositories listed
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A Primer on Variational Inference for Physics-Informed Deep Generative Modelling10 Sep 2024 0 repositories listed
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Absolute Ranking: An Essential Normalization for Benchmarking Optimization Algorithms6 Sep 2024 0 repositories listed
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Amortized Bayesian Workflow (Extended Abstract)6 Sep 2024 0 repositories listed
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Half-VAE: An Encoder-Free VAE to Bypass Explicit Inverse Mapping6 Sep 2024 0 repositories listed
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Distributionally Robust Optimisation with Bayesian Ambiguity Sets5 Sep 2024 0 repositories listed
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Stein transport for Bayesian inference2 Sep 2024 0 repositories listed
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A Stochastic Robust Adaptive Systems Level Approach to Stabilizing Large-Scale Uncertain Markovian Jump Linear Systems28 Aug 2024 0 repositories listed
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Correntropy-Based Improper Likelihood Model for Robust Electrophysiological Source Imaging27 Aug 2024 0 repositories listed
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DynamicRouteGPT: A Real-Time Multi-Vehicle Dynamic Navigation Framework Based on Large Language Models26 Aug 2024 0 repositories listed
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Loss-based Bayesian Sequential Prediction of Value at Risk with a Long-Memory and Non-linear Realized Volatility Model24 Aug 2024 0 repositories listed
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Amortized Bayesian Multilevel Models23 Aug 2024 0 repositories listed
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General Intelligent Imaging and Uncertainty Quantification by Deterministic Diffusion Model23 Aug 2024 0 repositories listed
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Fast Burst-Sparsity Learning Approach for Massive MIMO-OTFS Channel Estimation22 Aug 2024 0 repositories listed
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Enhanced BPINN Training Convergence in Solving General and Multi-scale Elliptic PDEs with Noise18 Aug 2024 0 repositories listed
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Value of Information and Reward Specification in Active Inference and POMDPs13 Aug 2024 0 repositories listed
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Bayesian inference to improve quality of Retrieval Augmented Generation12 Aug 2024 0 repositories listed
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Fully Bayesian Differential Gaussian Processes through Stochastic Differential Equations12 Aug 2024 0 repositories listed
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Exchangeable Sequence Models Quantify Uncertainty Over Latent Concepts6 Aug 2024 0 repositories listed
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Bayesian Kolmogorov Arnold Networks (Bayesian_KANs): A Probabilistic Approach to Enhance Accuracy and Interpretability5 Aug 2024 0 repositories listed
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Meta-Posterior Consistency for the Bayesian Inference of Metastable System3 Aug 2024 0 repositories listed
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Identification and Inference for Synthetic Control Methods with Spillover Effects: Estimating the Economic Cost of the Sudan Split1 Aug 2024 0 repositories listed
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Neural Surrogate HMC: Accelerated Hamiltonian Monte Carlo with a Neural Network Surrogate Likelihood29 Jul 2024 0 repositories listed
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Finite Neural Networks as Mixtures of Gaussian Processes: From Provable Error Bounds to Prior Selection26 Jul 2024 0 repositories listed
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Variational Inference Using Material Point Method26 Jul 2024 0 repositories listed
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Subspace Constrained Variational Bayesian Inference for Structured Compressive Sensing with a Dynamic Grid24 Jul 2024 0 repositories listed
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Tackling the Problem of Distributional Shifts: Correcting Misspecified, High-Dimensional Data-Driven Priors for Inverse Problems24 Jul 2024 0 repositories listed
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Infinite Ends from Finite Samples: Open-Ended Goal Inference as Top-Down Bayesian Filtering of Bottom-Up Proposals23 Jul 2024 0 repositories listed
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LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation22 Jul 2024 0 repositories listed
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Variation Bayesian Interference for Multiple Extended Targets or Unresolved Group Targets Tracking21 Jul 2024 0 repositories listed
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Improving Graph Out-of-distribution Generalization on Real-world Data14 Jul 2024 0 repositories listed
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Variational Inference via Smoothed Particle Hydrodynamics12 Jul 2024 0 repositories listed
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FedLog: Personalized Federated Classification with Less Communication and More Flexibility11 Jul 2024 0 repositories listed
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Off-grid Channel Estimation for Orthogonal Delay-Doppler Division Multiplexing Using Grid Refinement and Adjustment9 Jul 2024 0 repositories listed
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Predictive Coding Networks and Inference Learning: Tutorial and Survey4 Jul 2024 0 repositories listed
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Joint Channel and Data Estimation for Multiuser Extremely Large-Scale MIMO Systems27 Jun 2024 0 repositories listed
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Hierarchical thematic classification of major conference proceedings21 Jun 2024 0 repositories listed
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Bayesian Bandit Algorithms with Approximate Inference in Stochastic Linear Bandits20 Jun 2024 0 repositories listed
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Bayesian Inference for Multidimensional Welfare Comparisons19 Jun 2024 0 repositories listed
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Conditional score-based diffusion models for solving inverse problems in mechanics19 Jun 2024 0 repositories listed
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Integrating time-resolved nrf2 gene-expression data into a full GUTS model as a proxy for toxicodynamic damage in zebrafish embryo18 Jun 2024 0 repositories listed
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Domain Agnostic Conditional Invariant Predictions for Domain Generalization9 Jun 2024 0 repositories listed
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Verbalized Probabilistic Graphical Modeling with Large Language Models8 Jun 2024 0 repositories listed
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Stochastic full waveform inversion with deep generative prior for uncertainty quantification7 Jun 2024 0 repositories listed
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Theoretical Guarantees for Variational Inference with Fixed-Variance Mixture of Gaussians6 Jun 2024 0 repositories listed
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Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks: An Extended Investigation5 Jun 2024 0 repositories listed
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Reparameterization invariance in approximate Bayesian inference5 Jun 2024 0 repositories listed
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Development of Bayesian Component Failure Models in E1 HEMP Grid Analysis4 Jun 2024 0 repositories listed
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Event-horizon-scale Imaging of M87* under Different Assumptions via Deep Generative Image Priors4 Jun 2024 0 repositories listed
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Understanding and mitigating difficulties in posterior predictive evaluation30 May 2024 0 repositories listed
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Deterministic and statistical calibration of constitutive models from full-field data with parametric physics-informed neural networks28 May 2024 0 repositories listed
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Bayesian Inference with Deep Weakly Nonlinear Networks26 May 2024 0 repositories listed
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A hierarchical Bayesian model for syntactic priming24 May 2024 0 repositories listed
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Towards Better Understanding of In-Context Learning Ability from In-Context Uncertainty Quantification24 May 2024 0 repositories listed
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Gaussian Measures Conditioned on Nonlinear Observations: Consistency, MAP Estimators, and Simulation21 May 2024 0 repositories listed
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Accelerating Multilevel Markov Chain Monte Carlo Using Machine Learning Models18 May 2024 0 repositories listed
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Bayesian Prediction-Powered Inference9 May 2024 0 repositories listed
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Joint Visibility Region Detection and Channel Estimation for XL-MIMO Systems via Alternating MAP7 May 2024 0 repositories listed
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Scalable Vertical Federated Learning via Data Augmentation and Amortized Inference7 May 2024 0 repositories listed
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Linear Noise Approximation Assisted Bayesian Inference on Mechanistic Model of Partially Observed Stochastic Reaction Network5 May 2024 0 repositories listed
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Combining X-Vectors and Bayesian Batch Active Learning: Two-Stage Active Learning Pipeline for Speech Recognition3 May 2024 0 repositories listed