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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 6 of 8: papers 501 to 600 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.

• Data-Driven Personalized Energy Consumption Range Estimation for Plug-in Hybrid Electric Vehicles in Urban Traffic
  27 May 2024 0 repositories listed
• Kernel-based Optimally Weighted Conformal Prediction Intervals
  27 May 2024 0 repositories listed
• Training-Conditional Coverage Bounds under Covariate Shift
  26 May 2024 0 repositories listed
• Uncertainty Quantification for Neurosymbolic Programs via Compositional Conformal Prediction
  24 May 2024 0 repositories listed
• Stochastic Online Conformal Prediction with Semi-Bandit Feedback
  22 May 2024 0 repositories listed
• Conditional Shift-Robust Conformal Prediction for Graph Neural Network
  20 May 2024 0 repositories listed
• Conformal Counterfactual Inference under Hidden Confounding
  20 May 2024 0 repositories listed
• Conformalized Strategy-Proof Auctions
  20 May 2024 0 repositories listed
• Recursively Feasible Shrinking-Horizon MPC in Dynamic Environments with Conformal Prediction Guarantees
  17 May 2024 0 repositories listed
• Task-Oriented Mulsemedia Communication using Unified Perceiver and Conformal Prediction in 6G Wireless Systems
  14 May 2024 0 repositories listed
• Efficient Online Set-valued Classification with Bandit Feedback
  7 May 2024 0 repositories listed
• Onboard Out-of-Calibration Detection of Deep Learning Models using Conformal Prediction
  4 May 2024 0 repositories listed
• A comparative study of conformal prediction methods for valid uncertainty quantification in machine learning
  3 May 2024 0 repositories listed
• An Information Theoretic Perspective on Conformal Prediction
  3 May 2024 0 repositories listed Syntology 1 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; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Conformal Prediction for Natural Language Processing: A Survey
  3 May 2024 0 repositories listed
• Conformal Prediction with Learned Features
  26 Apr 2024 0 repositories listed
• Distribution-free Conformal Prediction for Ordinal Classification
  25 Apr 2024 0 repositories listed
• Training-Conditional Coverage Bounds for Uniformly Stable Learning Algorithms
  21 Apr 2024 0 repositories listed
• Towards Robust Ferrous Scrap Material Classification with Deep Learning and Conformal Prediction
  19 Apr 2024 0 repositories listed
• Unveiling Nonlinear Dynamics in Catastrophe Bond Pricing: A Machine Learning Perspective
  10 Apr 2024 0 repositories listed
• Mitigating LLM Hallucinations via Conformal Abstention
  4 Apr 2024 0 repositories listed
• Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression
  2 Apr 2024 0 repositories listed
• Conformal Prediction for Stochastic Decision-Making of PV Power in Electricity Markets
  29 Mar 2024 0 repositories listed
• Coverage-Guaranteed Prediction Sets for Out-of-Distribution Data
  29 Mar 2024 0 repositories listed
• Enhancing Conformal Prediction Using E-Test Statistics
  28 Mar 2024 0 repositories listed
• Conformal Off-Policy Prediction for Multi-Agent Systems
  25 Mar 2024 0 repositories listed
• Explore until Confident: Efficient Exploration for Embodied Question Answering
  23 Mar 2024 0 repositories listed
• Robust Conformal Prediction under Distribution Shift via Physics-Informed Structural Causal Model
  22 Mar 2024 0 repositories listed
• Out-of-Distribution Detection Should Use Conformal Prediction (and Vice-versa?)
  18 Mar 2024 0 repositories listed
• Selecting informative conformal prediction sets with false coverage rate control
  18 Mar 2024 0 repositories listed
• PAGE: Domain-Incremental Adaptation with Past-Agnostic Generative Replay for Smart Healthcare
  13 Mar 2024 0 repositories listed
• CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control
  12 Mar 2024 0 repositories listed
• Safe Merging in Mixed Traffic with Confidence
  9 Mar 2024 0 repositories listed
• End-to-end Conditional Robust Optimization
  7 Mar 2024 0 repositories listed
• API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access
  2 Mar 2024 0 repositories listed
• Distribution-Free Guarantees for Systems with Decision-Dependent Noise
  2 Mar 2024 0 repositories listed
• Conformalized Selective Regression
  26 Feb 2024 0 repositories listed
• Conformalized-DeepONet: A Distribution-Free Framework for Uncertainty Quantification in Deep Operator Networks
  23 Feb 2024 0 repositories listed
• Probabilistically Correct Language-based Multi-Robot Planning using Conformal Prediction
  23 Feb 2024 0 repositories listed
• Efficient Normalized Conformal Prediction and Uncertainty Quantification for Anti-Cancer Drug Sensitivity Prediction with Deep Regression Forests
  21 Feb 2024 0 repositories listed
• On the Impact of Uncertainty and Calibration on Likelihood-Ratio Membership Inference Attacks
  16 Feb 2024 0 repositories listed
• Language Models with Conformal Factuality Guarantees
  15 Feb 2024 0 repositories listed
• Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction
  14 Feb 2024 0 repositories listed
• Conformal Predictive Programming for Chance Constrained Optimization
  12 Feb 2024 0 repositories listed
• On Temperature Scaling and Conformal Prediction of Deep Classifiers
  8 Feb 2024 0 repositories listed
• Calibrated Uncertainty Quantification for Operator Learning via Conformal Prediction
  2 Feb 2024 0 repositories listed
• Cross-Validation Conformal Risk Control
  22 Jan 2024 0 repositories listed
• Generalization and Informativeness of Conformal Prediction
  22 Jan 2024 0 repositories listed
• Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling
  16 Jan 2024 0 repositories listed
• Toward Clinically Trustworthy Deep Learning: Applying Conformal Prediction to Intracranial Hemorrhage Detection
  16 Jan 2024 0 repositories listed
• Towards Modeling Uncertainties of Self-explaining Neural Networks via Conformal Prediction
  3 Jan 2024 0 repositories listed
• Efficient Conformal Prediction under Data Heterogeneity
  25 Dec 2023 0 repositories listed
• Beyond mirkwood: Enhancing SED Modeling with Conformal Predictions
  21 Dec 2023 0 repositories listed
• Android Malware Detection with Unbiased Confidence Guarantees
  17 Dec 2023 0 repositories listed
• Reliable Prediction Intervals with Regression Neural Networks
  15 Dec 2023 0 repositories listed
• Verification of Neural Reachable Tubes via Scenario Optimization and Conformal Prediction
  14 Dec 2023 0 repositories listed
• Well-calibrated Confidence Measures for Multi-label Text Classification with a Large Number of Labels
  14 Dec 2023 0 repositories listed
• Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification
  12 Dec 2023 0 repositories listed
• PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction
  7 Dec 2023 0 repositories listed
• Learning-Based Approaches to Predictive Monitoring with Conformal Statistical Guarantees
  4 Dec 2023 0 repositories listed
• On the Out-of-Distribution Coverage of Combining Split Conformal Prediction and Bayesian Deep Learning
  21 Nov 2023 0 repositories listed
• Max-Rank: Efficient Multiple Testing for Conformal Prediction
  17 Nov 2023 0 repositories listed
• Early-Exit Neural Networks with Nested Prediction Sets
  10 Nov 2023 0 repositories listed
• Conformal Policy Learning for Sensorimotor Control Under Distribution Shifts
  2 Nov 2023 0 repositories listed
• Early detection of inflammatory arthritis to improve referrals using multimodal machine learning from blood testing, semi-structured and unstructured patient records
  30 Oct 2023 0 repositories listed
• High-Dimensional Prediction for Sequential Decision Making
  26 Oct 2023 0 repositories listed
• Agreeing to Stop: Reliable Latency-Adaptive Decision Making via Ensembles of Spiking Neural Networks
  25 Oct 2023 0 repositories listed
• Guaranteed Coverage Prediction Intervals with Gaussian Process Regression
  24 Oct 2023 0 repositories listed
• Conformal Drug Property Prediction with Density Estimation under Covariate Shift
  18 Oct 2023 0 repositories listed
• On the Temperature of Bayesian Graph Neural Networks for Conformal Prediction
  17 Oct 2023 0 repositories listed
• Conformal Contextual Robust Optimization
  16 Oct 2023 0 repositories listed
• Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions
  9 Oct 2023 0 repositories listed
• Distribution-free risk assessment of regression-based machine learning algorithms
  5 Oct 2023 0 repositories listed
• Conformal Predictions for Longitudinal Data
  4 Oct 2023 0 repositories listed
• Confidence Calibration for Systems with Cascaded Predictive Modules
  21 Sep 2023 0 repositories listed
• Conformalized Multimodal Uncertainty Regression and Reasoning
  20 Sep 2023 0 repositories listed
• Conformal Temporal Logic Planning using Large Language Models
  18 Sep 2023 0 repositories listed
• Data-driven Reachability using Christoffel Functions and Conformal Prediction
  16 Sep 2023 0 repositories listed
• Closing the Loop on Runtime Monitors with Fallback-Safe MPC
  15 Sep 2023 0 repositories listed
• RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification
  9 Sep 2023 0 repositories listed
• CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence
  4 Sep 2023 0 repositories listed
• Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification
  29 Aug 2023 0 repositories listed
• Conformal Meta-learners for Predictive Inference of Individual Treatment Effects
  28 Aug 2023 0 repositories listed
• Approximating Score-based Explanation Techniques Using Conformal Regression
  23 Aug 2023 0 repositories listed
• Tipping Point Forecasting in Non-Stationary Dynamics on Function Spaces
  17 Aug 2023 0 repositories listed
• Conformance Testing for Stochastic Cyber-Physical Systems
  12 Aug 2023 0 repositories listed
• Federated Inference with Reliable Uncertainty Quantification over Wireless Channels via Conformal Prediction
  8 Aug 2023 0 repositories listed
• Probabilistically robust conformal prediction
  31 Jul 2023 0 repositories listed
• Model-free generalized fiducial inference
  24 Jul 2023 0 repositories listed
• Conformal Group Recommender System
  22 Jul 2023 0 repositories listed
• Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners
  4 Jul 2023 0 repositories listed
• Empirically Validating Conformal Prediction on Modern Vision Architectures Under Distribution Shift and Long-tailed Data
  3 Jul 2023 0 repositories listed
• Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction
  30 Jun 2023 0 repositories listed
• UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation
  28 Jun 2023 0 repositories listed
• Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding
  15 Jun 2023 0 repositories listed
• On the Validity of Conformal Prediction for Network Data Under Non-Uniform Sampling
  12 Jun 2023 0 repositories listed
• Conformalizing Machine Translation Evaluation
  9 Jun 2023 0 repositories listed
• Conformal Prediction for Federated Uncertainty Quantification Under Label Shift
  8 Jun 2023 0 repositories listed
• Enterprise Disk Drive Scrubbing Based on Mondrian Conformal Predictors
  1 Jun 2023 0 repositories listed
• Quantifying Deep Learning Model Uncertainty in Conformal Prediction
  1 Jun 2023 0 repositories listed

Syntology lines on 1 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.