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Conformal Prediction

Papers archive 2025-07-28

archive papers tagged: 704 · with a code link: 277 · where Syntology ran a sample: 104 (84 with a run with no instrument failure, 20 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (104 of 704 tagged: 84 with a run with no instrument failure, 20 where every run was a failure of Syntology's instrument)

Page 4 of 8: papers 301 to 400 of 704, 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.

• Scalable and adaptive prediction bands with kernel sum-of-squares
  27 May 2025 0 repositories listed
• Semi-Supervised Conformal Prediction With Unlabeled Nonconformity Score
  27 May 2025 0 repositories listed
• CP-Router: An Uncertainty-Aware Router Between LLM and LRM
  26 May 2025 0 repositories listed
• MetaSTNet: Multimodal Meta-learning for Cellular Traffic Conformal Prediction
  26 May 2025 0 repositories listed
• WQLCP: Weighted Adaptive Conformal Prediction for Robust Uncertainty Quantification Under Distribution Shifts
  26 May 2025 0 repositories listed
• Conformal Prediction for Uncertainty Estimation in Drug-Target Interaction Prediction
  24 May 2025 0 repositories listed
• Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings
  22 May 2025 0 repositories listed
• Adaptive Temperature Scaling with Conformal Prediction
  21 May 2025 0 repositories listed Syntology 15 ran (of which 7 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 6 where Syntology's instrument failed) · 5 unverified (of 20 harvested samples) · 20 pointer-only (licence)
• Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers
  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)
• Conformalized Decision Risk Assessment
  19 May 2025 0 repositories listed
• Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals
  19 May 2025 0 repositories listed
• Improving Coverage in Combined Prediction Sets with Weighted p-values
  17 May 2025 0 repositories listed
• Reachability Barrier Networks: Learning Hamilton-Jacobi Solutions for Smooth and Flexible Control Barrier Functions
  16 May 2025 0 repositories listed
• A Conformal Predictive Measure for Assessing Catastrophic Forgetting
  15 May 2025 0 repositories listed
• SafePath: Conformal Prediction for Safe LLM-Based Autonomous Navigation
  14 May 2025 0 repositories listed
• Extreme Conformal Prediction: Reliable Intervals for High-Impact Events
  13 May 2025 0 repositories listed
• Robust Indoor Localization via Conformal Methods and Variational Bayesian Adaptive Filtering
  13 May 2025 0 repositories listed
• Validation of Conformal Prediction in Cervical Atypia Classification
  13 May 2025 0 repositories listed
• Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
  8 May 2025 0 repositories listed
• Fair Uncertainty Quantification for Depression Prediction
  8 May 2025 0 repositories listed
• Real-Time Privacy Preservation for Robot Visual Perception
  8 May 2025 0 repositories listed
• Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction
  8 May 2025 0 repositories listed
• Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees
  3 May 2025 0 repositories listed
• Uncertainty-aware Latent Safety Filters for Avoiding Out-of-Distribution Failures
  1 May 2025 0 repositories listed
• Aerial Image Classification in Scarce and Unconstrained Environments via Conformal Prediction
  24 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
• 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
• Conformalized-KANs: Uncertainty Quantification with Coverage Guarantees for Kolmogorov-Arnold Networks (KANs) in Scientific Machine Learning
  21 Apr 2025 0 repositories listed
• SConU: Selective Conformal Uncertainty in Large Language Models
  19 Apr 2025 0 repositories listed
• Safety Monitoring for Learning-Enabled Cyber-Physical Systems in Out-of-Distribution Scenarios
  18 Apr 2025 0 repositories listed
• Efficient MAP Estimation of LLM Judgment Performance with Prior Transfer
  17 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
• FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair
  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
• ConfEviSurrogate: A Conformalized Evidential Surrogate Model for Uncertainty Quantification
  3 Apr 2025 0 repositories listed
• Stochastic Model Predictive Control of Charging Energy Hubs with Conformal Prediction
  1 Apr 2025 0 repositories listed
• Disturbance-adaptive Model Predictive Control for Bounded Average Constraint Violations
  31 Mar 2025 0 repositories listed
• Bridging conformal prediction and scenario optimization
  30 Mar 2025 0 repositories listed
• Dual-Splitting Conformal Prediction for Multi-Step Time Series Forecasting
  27 Mar 2025 0 repositories listed
• Coverage-Guaranteed Speech Emotion Recognition via Calibrated Uncertainty-Adaptive Prediction Sets
  24 Mar 2025 0 repositories listed
• Online Selective Conformal Prediction: Errors and Solutions
  21 Mar 2025 0 repositories listed
• Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation
  18 Mar 2025 0 repositories listed
• CP-NCBF: A Conformal Prediction-based Approach to Synthesize Verified Neural Control Barrier Functions
  18 Mar 2025 0 repositories listed
• Online Conformal Probabilistic Numerics via Adaptive Edge-Cloud Offloading
  18 Mar 2025 0 repositories listed
• Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression
  13 Mar 2025 0 repositories listed
• Enhanced Route Planning with Calibrated Uncertainty Set
  13 Mar 2025 0 repositories listed
• Mirror Online Conformal Prediction with Intermittent Feedback
  13 Mar 2025 0 repositories listed
• Conformal Prediction and Human Decision Making
  12 Mar 2025 0 repositories listed
• Model-Agnostic Uncertainty Quantification for Fast NFC Tag Identification using RF Fingerprinting
  12 Mar 2025 0 repositories listed
• Seeing and Reasoning with Confidence: Supercharging Multimodal LLMs with an Uncertainty-Aware Agentic Framework
  11 Mar 2025 0 repositories listed
• Segmentation-Guided CT Synthesis with Pixel-Wise Conformal Uncertainty Bounds
  11 Mar 2025 0 repositories listed
• An Empirical Study of Conformal Prediction in LLM with ASP Scaffolds for Robust Reasoning
  7 Mar 2025 0 repositories listed
• Robust Conformal Prediction with a Single Binary Certificate
  7 Mar 2025 0 repositories listed
• Correctness Coverage Evaluation for Medical Multiple-Choice Question Answering Based on the Enhanced Conformal Prediction Framework
  7 Mar 2025 0 repositories listed
• Conformal forecasting for surgical instrument trajectory
  6 Mar 2025 0 repositories listed
• Conformal Prediction with Upper and Lower Bound Models
  6 Mar 2025 0 repositories listed
• Conformal prediction of future insurance claims in the regression problem
  5 Mar 2025 0 repositories listed
• CONSeg: Voxelwise Glioma Conformal Segmentation
  28 Feb 2025 0 repositories listed
• State-Dependent Conformal Perception Bounds for Neuro-Symbolic Verification of Autonomous Systems
  28 Feb 2025 0 repositories listed
• Self-supervised conformal prediction for uncertainty quantification in Poisson imaging problems
  26 Feb 2025 0 repositories listed
• Universality of conformal prediction under the assumption of randomness
  26 Feb 2025 0 repositories listed
• Conformal Prediction Under Generalized Covariate Shift with Posterior Drift
  25 Feb 2025 0 repositories listed
• Kandinsky Conformal Prediction: Beyond Class- and Covariate-Conditional Coverage
  24 Feb 2025 0 repositories listed
• AUKT: Adaptive Uncertainty-Guided Knowledge Transfer with Conformal Prediction
  23 Feb 2025 0 repositories listed
• Volume Optimality in Conformal Prediction with Structured Prediction Sets
  23 Feb 2025 0 repositories listed
• Rectifying Conformity Scores for Better Conditional Coverage
  22 Feb 2025 0 repositories listed
• Joint Registration and Conformal Prediction for Partially Observed Functional Data
  20 Feb 2025 0 repositories listed
• Conformal Prediction as Bayesian Quadrature
  18 Feb 2025 0 repositories listed
• Likelihood-Ratio Regularized Quantile Regression: Adapting Conformal Prediction to High-Dimensional Covariate Shifts
  18 Feb 2025 0 repositories listed
• A Physics-Informed Machine Learning Framework for Safe and Optimal Control of Autonomous Systems
  16 Feb 2025 0 repositories listed
• The Relationship between No-Regret Learning and Online Conformal Prediction
  16 Feb 2025 0 repositories listed
• Relational Conformal Prediction for Correlated Time Series
  13 Feb 2025 0 repositories listed
• Image Super-Resolution with Guarantees via Conformalized Generative Models
  12 Feb 2025 0 repositories listed
• On Training-Conditional Conformal Prediction and Binomial Proportion Confidence Intervals
  11 Feb 2025 0 repositories listed
• Partial-Label Learning with Conformal Candidate Cleaning
  11 Feb 2025 0 repositories listed
• Conformal Prediction Regions are Imprecise Highest Density Regions
  10 Feb 2025 0 repositories listed
• Flow-based Conformal Prediction for Multi-dimensional Time Series
  8 Feb 2025 0 repositories listed
• Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction
  8 Feb 2025 0 repositories listed
• Conformal Prediction for Electricity Price Forecasting in the Day-Ahead and Real-Time Balancing Market
  7 Feb 2025 0 repositories listed
• Efficient distributional regression trees learning algorithms for calibrated non-parametric probabilistic forecasts
  7 Feb 2025 0 repositories listed
• Self-supervised Conformal Prediction for Uncertainty Quantification in Imaging Problems
  7 Feb 2025 0 repositories listed
• Calibrated Physics-Informed Uncertainty Quantification
  6 Feb 2025 0 repositories listed
• Conformal Uncertainty Indicator for Continual Test-Time Adaptation
  5 Feb 2025 0 repositories listed
• FACTER: Fairness-Aware Conformal Thresholding and Prompt Engineering for Enabling Fair LLM-Based Recommender Systems
  5 Feb 2025 0 repositories listed
• Multivariate Conformal Prediction using Optimal Transport
  5 Feb 2025 0 repositories listed
• Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents
  4 Feb 2025 0 repositories listed
• Uncertainty Quantification for Collaborative Object Detection Under Adversarial Attacks
  4 Feb 2025 0 repositories listed
• Conformal Prediction in Hierarchical Classification
  31 Jan 2025 0 repositories listed
• Optimal Transport-based Conformal Prediction
  31 Jan 2025 0 repositories listed
• Redefining Machine Unlearning: A Conformal Prediction-Motivated Approach
  31 Jan 2025 0 repositories listed Syntology 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples)
• Robust Online Conformal Prediction under Uniform Label Noise
  30 Jan 2025 0 repositories listed
• Calibrating Wireless AI via Meta-Learned Context-Dependent Conformal Prediction
  24 Jan 2025 0 repositories listed
• Wasserstein-regularized Conformal Prediction under General Distribution Shift
  23 Jan 2025 0 repositories listed
• Randomness, exchangeability, and conformal prediction
  20 Jan 2025 0 repositories listed
• Transductive Conformal Inference for Full Ranking
  20 Jan 2025 0 repositories listed
• Conformal Prediction Sets with Improved Conditional Coverage using Trust Scores
  17 Jan 2025 0 repositories listed

Syntology lines on 3 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.