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Uncertainty Quantification

Papers archive 2025-07-28

archive papers tagged: 2,366 · with a code link: 832 · where Syntology ran a sample: 220 (179 with a run with no instrument failure, 41 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (220 of 2,366 tagged: 179 with a run with no instrument failure, 41 where every run was a failure of Syntology's instrument)

Page 10 of 24: papers 901 to 1,000 of 2,366, 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.

• Exponential Convergence of CAVI for Bayesian PCA
  22 May 2025 0 repositories listed
• Integral Imprecise Probability Metrics
  22 May 2025 0 repositories listed
• Large-Scale Bayesian Tensor Reconstruction: An Approximate Message Passing Solution
  22 May 2025 0 repositories listed
• Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings
  22 May 2025 0 repositories listed
• Tools in the Loop: Quantifying Uncertainty of LLM Question Answering Systems That Use Tools
  22 May 2025 0 repositories listed
• Enhancing Monte Carlo Dropout Performance for Uncertainty Quantification
  21 May 2025 0 repositories listed
• Gaussian Processes in Power Systems: Techniques, Applications, and Future Works
  21 May 2025 0 repositories listed
• Last Layer Empirical Bayes
  21 May 2025 0 repositories listed
• CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition
  20 May 2025 0 repositories listed Syntology 0 ran · 3 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Scalable Bayesian Monte Carlo: fast uncertainty estimation beyond deep ensembles
  19 May 2025 0 repositories listed
• Spline Dimensional Decomposition with Interpolation-based Optimal Knot Selection for Stochastic Dynamic Analysis
  19 May 2025 0 repositories listed
• Are vision language models robust to uncertain inputs?
  17 May 2025 0 repositories listed
• Exploiting the Asymmetric Uncertainty Structure of Pre-trained VLMs on the Unit Hypersphere
  16 May 2025 0 repositories listed
• NeuralSurv: Deep Survival Analysis with Bayesian Uncertainty Quantification
  16 May 2025 0 repositories listed
• Uncertainty Quantification for Prior-Data Fitted Networks using Martingale Posteriors
  16 May 2025 0 repositories listed
• STRIDE: Sparse Techniques for Regression in Deep Gaussian Processes
  16 May 2025 0 repositories listed
• Uncertainty quantification with approximate variational learning for wearable photoplethysmography prediction tasks
  16 May 2025 0 repositories listed
• Humble your Overconfident Networks: Unlearning Overfitting via Sequential Monte Carlo Tempered Deep Ensembles
  16 May 2025 0 repositories listed
• SPIEDiff: robust learning of long-time macroscopic dynamics from short-time particle simulations with quantified epistemic uncertainty
  16 May 2025 0 repositories listed
• RainPro-8: An Efficient Deep Learning Model to Estimate Rainfall Probabilities Over 8 Hours
  15 May 2025 0 repositories listed
• Contrastive Normalizing Flows for Uncertainty-Aware Parameter Estimation
  13 May 2025 0 repositories listed
• Generalizing Large Language Model Usability Across Resource-Constrained
  13 May 2025 0 repositories listed
• PCS-UQ: Uncertainty Quantification via the Predictability-Computability-Stability Framework
  13 May 2025 0 repositories listed
• Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review
  12 May 2025 0 repositories listed
• Improving Random Forests by Smoothing
  11 May 2025 0 repositories listed
• Multi-Modal Explainable Medical AI Assistant for Trustworthy Human-AI Collaboration
  11 May 2025 0 repositories listed
• QoSBERT: An Uncertainty-Aware Approach based on Pre-trained Language Models for Service Quality Prediction
  9 May 2025 0 repositories listed
• Fair Uncertainty Quantification for Depression Prediction
  8 May 2025 0 repositories listed
• RL-DAUNCE: Reinforcement Learning-Driven Data Assimilation with Uncertainty-Aware Constrained Ensembles
  8 May 2025 0 repositories listed
• Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions
  6 May 2025 0 repositories listed
• Continuous Normalizing Flows for Uncertainty-Aware Human Pose Estimation
  4 May 2025 0 repositories listed
• Epistemic Wrapping for Uncertainty Quantification
  4 May 2025 0 repositories listed
• Uncertainty Quantification for Machine Learning in Healthcare: A Survey
  4 May 2025 0 repositories listed
• Bayesian learning of the optimal action-value function in a Markov decision process
  3 May 2025 0 repositories listed
• Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees
  3 May 2025 0 repositories listed
• Fast Likelihood-Free Parameter Estimation for Lévy Processes
  3 May 2025 0 repositories listed
• CoCoAFusE: Beyond Mixtures of Experts via Model Fusion
  2 May 2025 0 repositories listed
• Essential Workers at Risk: An Agent-Based Model (SAFE-ABM) with Bayesian Uncertainty Quantification
  2 May 2025 0 repositories listed
• Gaussian Differential Private Bootstrap by Subsampling
  2 May 2025 0 repositories listed
• AI-Assisted Decision-Making for Clinical Assessment of Auto-Segmented Contour Quality
  1 May 2025 0 repositories listed
• Multivariate Conformal Selection
  1 May 2025 0 repositories listed
• Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding
  30 Apr 2025 0 repositories listed
• Interpretable machine learning-guided design of Fe-based soft magnetic alloys
  28 Apr 2025 0 repositories listed
• Towards Large Language Models for Lunar Mission Planning and In Situ Resource Utilization
  28 Apr 2025 0 repositories listed
• A Taylor Series Approach to Correction of Input Errors in Gaussian Process Regression
  25 Apr 2025 0 repositories listed
• An Axiomatic Assessment of Entropy- and Variance-based Uncertainty Quantification in Regression
  25 Apr 2025 0 repositories listed
• TopSpace: spatial topic modeling for unsupervised discovery of multicellular spatial tissue structures in multiplex imaging
  25 Apr 2025 0 repositories listed
• Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction
  24 Apr 2025 0 repositories listed
• Data-Driven Surrogate Modeling Techniques to Predict the Effective Contact Area of Rough Surface Contact Problems
  24 Apr 2025 0 repositories listed
• SOFARI-R: High-Dimensional Manifold-Based Inference for Latent Responses
  24 Apr 2025 0 repositories listed
• A Deep Bayesian Convolutional Spiking Neural Network-based CAD system with Uncertainty Quantification for Medical Images Classification
  23 Apr 2025 0 repositories listed
• Conditional Diffusion-Based Retrieval of Atmospheric CO2 from Earth Observing Spectroscopy
  23 Apr 2025 0 repositories listed
• Statistical Guarantees in Synthetic Data through Conformal Adversarial Generation
  23 Apr 2025 0 repositories listed
• From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning
  22 Apr 2025 0 repositories listed
• Bayesian Federated Learning for Continual Training
  21 Apr 2025 0 repositories listed
• Conformalized-KANs: Uncertainty Quantification with Coverage Guarantees for Kolmogorov-Arnold Networks (KANs) in Scientific Machine Learning
  21 Apr 2025 0 repositories listed
• Position: Bayesian Statistics Facilitates Stakeholder Participation in Evaluation of Generative AI
  21 Apr 2025 0 repositories listed
• Uncertainty quantification of neural network models of evolving processes via Langevin sampling
  21 Apr 2025 0 repositories listed
• Generative emulation of chaotic dynamics with coherent prior
  19 Apr 2025 0 repositories listed
• Adaptive modelling of anti-tau treatments for neurodegenerative disorders based on the Bayesian approach with physics-informed neural networks
  18 Apr 2025 0 repositories listed
• Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results
  18 Apr 2025 0 repositories listed
• Safety Monitoring for Learning-Enabled Cyber-Physical Systems in Out-of-Distribution Scenarios
  18 Apr 2025 0 repositories listed
• Multi-Agent Reinforcement Learning Simulation for Environmental Policy Synthesis
  17 Apr 2025 0 repositories listed
• Riemannian Patch Assignment Gradient Flows
  17 Apr 2025 0 repositories listed
• Safe Physics-Informed Machine Learning for Dynamics and Control
  17 Apr 2025 0 repositories listed
• Uncertainty Quantification in Graph Neural Networks with Shallow Ensembles
  17 Apr 2025 0 repositories listed
• Advances in Surrogate Modeling for Biological Agent-Based Simulations: Trends, Challenges, and Future Prospects
  15 Apr 2025 0 repositories listed
• Efficient Medical Image Restoration via Reliability Guided Learning in Frequency Domain
  15 Apr 2025 0 repositories listed
• Bayesian Analysis of Interpretable Aging across Thousands of Lithium-ion Battery Cycles
  14 Apr 2025 0 repositories listed
• Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems
  12 Apr 2025 0 repositories listed
• A Novel Deep Learning Approach for Emulating Computationally Expensive Postfire Debris Flows
  10 Apr 2025 0 repositories listed
• Conditional Conformal Risk Adaptation
  10 Apr 2025 0 repositories listed
• Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging
  10 Apr 2025 0 repositories listed
• Assumption-free fidelity bounds for hardware noise characterization
  9 Apr 2025 0 repositories listed
• Conformal Robust Beamforming via Generative Channel Models
  9 Apr 2025 0 repositories listed
• ICBM community cancer registry analysis: a focus on Non-Hodgkin Lymphoma cases in missileers
  9 Apr 2025 0 repositories listed
• Trustworthy AI Must Account for Intersectionality
  9 Apr 2025 0 repositories listed
• Uncertainty-Aware Hybrid Machine Learning in Virtual Sensors for Vehicle Sideslip Angle Estimation
  8 Apr 2025 0 repositories listed
• Explaining Uncertainty in Multiple Sclerosis Lesion Segmentation Beyond Prediction Errors
  7 Apr 2025 0 repositories listed
• The challenge of uncertainty quantification of large language models in medicine
  7 Apr 2025 0 repositories listed
• Adaptive Elicitation of Latent Information Using Natural Language
  5 Apr 2025 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• Randomised Postiterations for Calibrated BayesCG
  5 Apr 2025 0 repositories listed
• Bayesian LSTM for indoor temperature modeling
  4 Apr 2025 0 repositories listed
• Operator Learning: A Statistical Perspective
  4 Apr 2025 0 repositories listed
• Probabilistic Machine Learning for Noisy Labels in Earth Observation
  4 Apr 2025 0 repositories listed
• Quantifying the uncertainty of model-based synthetic image quality metrics
  4 Apr 2025 0 repositories listed
• Structured Extraction of Process Structure Properties Relationships in Materials Science
  4 Apr 2025 0 repositories listed
• Computing High-dimensional Confidence Sets for Arbitrary Distributions
  3 Apr 2025 0 repositories listed
• ConfEviSurrogate: A Conformalized Evidential Surrogate Model for Uncertainty Quantification
  3 Apr 2025 0 repositories listed
• Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification
  3 Apr 2025 0 repositories listed
• Barrier Certificates for Unknown Systems with Latent States and Polynomial Dynamics using Bayesian Inference
  2 Apr 2025 0 repositories listed
• Beyond Non-Expert Demonstrations: Outcome-Driven Action Constraint for Offline Reinforcement Learning
  2 Apr 2025 0 repositories listed
• Multi-fidelity Parameter Estimation Using Conditional Diffusion Models
  2 Apr 2025 0 repositories listed
• Inverted Gaussian Process Optimization for Nonparametric Koopman Operator Discovery
  1 Apr 2025 0 repositories listed
• Stochastic Model Predictive Control of Charging Energy Hubs with Conformal Prediction
  1 Apr 2025 0 repositories listed
• Bayesian Predictive Coding
  31 Mar 2025 0 repositories listed
• Conformal uncertainty quantification to evaluate predictive fairness of foundation AI model for skin lesion classes across patient demographics
  31 Mar 2025 0 repositories listed
• New Statistical Framework for Extreme Error Probability in High-Stakes Domains for Reliable Machine Learning
  31 Mar 2025 0 repositories listed
• UP-dROM : Uncertainty-Aware and Parametrised dynamic Reduced-Order Model, application to unsteady flows
  29 Mar 2025 0 repositories listed
• Efficient Epistemic Uncertainty Estimation in Cerebrovascular Segmentation
  28 Mar 2025 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.