Browse State-of-the-Art › Conformal Prediction › Papers, page 5
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 5 of 8: papers 401 to 500 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.
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Training-Aware Risk Control for Intensity Modulated Radiation Therapies Quality Assurance with Conformal Prediction15 Jan 2025 0 repositories listed
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Uncertainty Guarantees on Automated Precision Weeding using Conformal Prediction13 Jan 2025 0 repositories listed
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Uncertainty-Aware Online Extrinsic Calibration: A Conformal Prediction Approach12 Jan 2025 0 repositories listed
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Seeing with Partial Certainty: Conformal Prediction for Robotic Scene Recognition in Built Environments9 Jan 2025 0 repositories listed
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Monty Hall and Optimized Conformal Prediction to Improve Decision-Making with LLMs31 Dec 2024 0 repositories listed
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Uncertainty quantification for improving radiomic-based models in radiation pneumonitis prediction27 Dec 2024 0 repositories listed
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Adaptive Conformal Inference by Betting26 Dec 2024 0 repositories listed
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A Conformal Approach to Feature-based Newsvendor under Model Misspecification17 Dec 2024 0 repositories listed
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Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework17 Dec 2024 0 repositories listed
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Conformal Prediction on Quantifying Uncertainty of Dynamic Systems12 Dec 2024 0 repositories listed
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Distribution free uncertainty quantification in neuroscience-inspired deep operators12 Dec 2024 0 repositories listed
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Disturbance-Adaptive Data-Driven Predictive Control: Trading Comfort Violations for Savings in Building Climate Control12 Dec 2024 0 repositories listed
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CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep Uncertainty11 Dec 2024 0 repositories listed
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Are foundation models for computer vision good conformal predictors?8 Dec 2024 0 repositories listed
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An In-Depth Examination of Risk Assessment in Multi-Class Classification Algorithms5 Dec 2024 0 repositories listed
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GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction5 Dec 2024 0 repositories listed
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Safe Adaptive Cruise Control Under Perception Uncertainty: A Deep Ensemble and Conformal Tube Model Predictive Control Approach5 Dec 2024 0 repositories listed
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Spatial Conformal Inference through Localized Quantile Regression2 Dec 2024 0 repositories listed
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Predictive Inference With Fast Feature Conformal Prediction1 Dec 2024 0 repositories listed
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Enhancing the conformal predictability of context-aware recommendation systems by using Deep Autoencoders30 Nov 2024 0 repositories listed
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Conformal Prediction for Distribution-free Optimal Control of Linear Stochastic Systems28 Nov 2024 0 repositories listed
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Confidence-Aware Deep Learning for Load Plan Adjustments in the Parcel Service Industry26 Nov 2024 0 repositories listed
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Conformalised Conditional Normalising Flows for Joint Prediction Regions in time series26 Nov 2024 0 repositories listed
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Spatio-Temporal Conformal Prediction for Power Outage Data26 Nov 2024 0 repositories listed
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Human-Calibrated Automated Testing and Validation of Generative Language Models25 Nov 2024 0 repositories listed
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Conformal Prediction for Hierarchical Data20 Nov 2024 0 repositories listed
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Hierarchical Spatio-Temporal Uncertainty Quantification for Distributed Energy Adoption19 Nov 2024 0 repositories listed
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Theoretical Foundations of Conformal Prediction18 Nov 2024 0 repositories listed
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Any2Any: Incomplete Multimodal Retrieval with Conformal Prediction15 Nov 2024 0 repositories listed
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Enforcing Cooperative Safety for Reinforcement Learning-based Mixed-Autonomy Platoon Control15 Nov 2024 0 repositories listed
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Conformalized Credal Regions for Classification with Ambiguous Ground Truth7 Nov 2024 0 repositories listed
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Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging7 Nov 2024 0 repositories listed
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Addressing Uncertainty in LLMs to Enhance Reliability in Generative AI4 Nov 2024 0 repositories listed
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Powerful batch conformal prediction for classification4 Nov 2024 0 repositories listed
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Semiparametric conformal prediction4 Nov 2024 0 repositories listed
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Know Where You're Uncertain When Planning with Multimodal Foundation Models: A Formal Framework3 Nov 2024 0 repositories listed
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Strategic Conformal Prediction3 Nov 2024 0 repositories listed
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Uncertainty measurement for complex event prediction in safety-critical systems2 Nov 2024 0 repositories listed
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Conformalized Prediction of Post-Fault Voltage Trajectories Using Pre-trained and Finetuned Attention-Driven Neural Operators31 Oct 2024 0 repositories listed
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Graph Sparsification for Enhanced Conformal Prediction in Graph Neural Networks28 Oct 2024 0 repositories listed
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An Investigation on Machine Learning Predictive Accuracy Improvement and Uncertainty Reduction using VAE-based Data Augmentation24 Oct 2024 0 repositories listed
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SPARC: Prediction-Based Safe Control for Coupled Controllable and Uncontrollable Agents with Conformal Predictions21 Oct 2024 0 repositories listed
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Conformal Predictive Portfolio Selection19 Oct 2024 0 repositories listed
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Bin-Conditional Conformal Prediction of Fatalities from Armed Conflict18 Oct 2024 0 repositories listed
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Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information17 Oct 2024 0 repositories listed
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Generative Conformal Prediction with Vectorized Non-Conformity Scores17 Oct 2024 0 repositories listed
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Data-light Uncertainty Set Merging with Admissibility: Synthetics, Aggregation, and Test Inversion16 Oct 2024 0 repositories listed
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Inductive Conformal Prediction under Data Scarcity: Exploring the Impacts of Nonconformity Measures13 Oct 2024 0 repositories listed
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Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning13 Oct 2024 0 repositories listed
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Conformalized Interactive Imitation Learning: Handling Expert Shift and Intermittent Feedback11 Oct 2024 0 repositories listed
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Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective11 Oct 2024 0 repositories listed
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Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models10 Oct 2024 0 repositories listed
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Conformal Prediction: A Data Perspective9 Oct 2024 0 repositories listed
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KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection9 Oct 2024 0 repositories listed
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Online scalable Gaussian processes with conformal prediction for guaranteed coverage7 Oct 2024 0 repositories listed
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Streamlining Conformal Information Retrieval via Score Refinement3 Oct 2024 0 repositories listed
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Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering2 Oct 2024 0 repositories listed
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Uncertainty-Guided Enhancement on Driving Perception System via Foundation Models2 Oct 2024 0 repositories listed
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Posterior Conformal Prediction29 Sep 2024 0 repositories listed
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Robust Deep Reinforcement Learning for Volt-VAR Optimization in Active Distribution System under Uncertainty27 Sep 2024 0 repositories listed
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Beyond Conformal Predictors: Adaptive Conformal Inference with Confidence Predictors23 Sep 2024 0 repositories listed
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Neurosymbolic Conformal Classification20 Sep 2024 0 repositories listed
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A Data Envelopment Analysis Approach for Assessing Fairness in Resource Allocation: Application to Kidney Exchange Programs18 Sep 2024 0 repositories listed
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Conformal Prediction for Manifold-based Source Localization with Gaussian Processes18 Sep 2024 0 repositories listed
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Conformal Prediction in Dynamic Biological Systems4 Sep 2024 0 repositories listed
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Comprehensive Botnet Detection by Mitigating Adversarial Attacks, Navigating the Subtleties of Perturbation Distances and Fortifying Predictions with Conformal Layers1 Sep 2024 0 repositories listed
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Formal Verification and Control with Conformal Prediction31 Aug 2024 0 repositories listed
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PersonalizedUS: Interpretable Breast Cancer Risk Assessment with Local Coverage Uncertainty Quantification28 Aug 2024 0 repositories listed
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RoCP-GNN: Robust Conformal Prediction for Graph Neural Networks in Node-Classification25 Aug 2024 0 repositories listed
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Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic Prediction23 Aug 2024 0 repositories listed
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Adaptive Uncertainty Quantification for Generative AI16 Aug 2024 0 repositories listed
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Conformalized Answer Set Prediction for Knowledge Graph Embedding15 Aug 2024 0 repositories listed
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A conformalized learning of a prediction set with applications to medical imaging classification9 Aug 2024 0 repositories listed
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Multi-group Uncertainty Quantification for Long-form Text Generation25 Jul 2024 0 repositories listed
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Entropy Reweighted Conformal Classification24 Jul 2024 0 repositories listed
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Conformal Predictions under Markovian Data21 Jul 2024 0 repositories listed
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Urban Traffic Forecasting with Integrated Travel Time and Data Availability in a Conformal Graph Neural Network Framework17 Jul 2024 0 repositories listed
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Weighted Aggregation of Conformity Scores for Classification14 Jul 2024 0 repositories listed
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12 Jul 2024 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Meta-Analysis with Untrusted Data12 Jul 2024 0 repositories listed
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Gaussian process interpolation with conformal prediction: methods and comparative analysis11 Jul 2024 0 repositories listed
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TriQXNet: Forecasting Dst Index from Solar Wind Data Using an Interpretable Parallel Classical-Quantum Framework with Uncertainty Quantification9 Jul 2024 0 repositories listed
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JANET: Joint Adaptive predictioN-region Estimation for Time-series8 Jul 2024 0 repositories listed
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Uncertainty-Aware Decarbonization for Datacenters2 Jul 2024 0 repositories listed
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Probabilistic Conformal Prediction with Approximate Conditional Validity1 Jul 2024 0 repositories listed
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Improve ROI with Causal Learning and Conformal Prediction1 Jul 2024 0 repositories listed
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Conformalized Link Prediction on Graph Neural Networks26 Jun 2024 0 repositories listed
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Causal Responder Detection25 Jun 2024 0 repositories listed
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Valid Error Bars for Neural Weather Models using Conformal Prediction20 Jun 2024 0 repositories listed
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Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction18 Jun 2024 0 repositories listed
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α-OCC: Uncertainty-Aware Camera-based 3D Semantic Occupancy Prediction16 Jun 2024 0 repositories listed
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Learning Temporal Logic Predicates from Data with Statistical Guarantees15 Jun 2024 0 repositories listed
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The Penalized Inverse Probability Measure for Conformal Classification13 Jun 2024 0 repositories listed
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Conformalized Teleoperation: Confidently Mapping Human Inputs to High-Dimensional Robot Actions11 Jun 2024 0 repositories listed
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Learning Cellular Network Connection Quality with Conformal4 Jun 2024 0 repositories listed
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Adapting Conformal Prediction to Distribution Shifts Without Labels3 Jun 2024 0 repositories listed
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Single Trajectory Conformal Prediction3 Jun 2024 0 repositories listed
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CONFINE: Conformal Prediction for Interpretable Neural Networks1 Jun 2024 0 repositories listed
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From Conformal Predictions to Confidence Regions28 May 2024 0 repositories listed
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CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators27 May 2024 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 , 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.