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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 7 of 8: papers 601 to 700 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.

• Adaptive Conformal Regression with Jackknife+ Rescaled Scores
  31 May 2023 0 repositories listed
• Distribution-Free Matrix Prediction Under Arbitrary Missing Pattern
  19 May 2023 0 repositories listed
• Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers with Reliability Guarantees
  18 May 2023 0 repositories listed
• Conformal Nucleus Sampling
  4 May 2023 0 repositories listed
• Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling
  12 Apr 2023 0 repositories listed
• Post-selection Inference for Conformal Prediction: Trading off Coverage for Precision
  12 Apr 2023 0 repositories listed
• Conformal Regression in Calorie Prediction for Team Jumbo-Visma
  6 Apr 2023 0 repositories listed
• Conformal Off-Policy Evaluation in Markov Decision Processes
  5 Apr 2023 0 repositories listed
• Conformalized Unconditional Quantile Regression
  4 Apr 2023 0 repositories listed
• Development and Evaluation of Conformal Prediction Methods for QSAR
  3 Apr 2023 0 repositories listed
• Multi-Agent Reachability Calibration with Conformal Prediction
  2 Apr 2023 0 repositories listed
• Safe Perception-Based Control under Stochastic Sensor Uncertainty using Conformal Prediction
  1 Apr 2023 0 repositories listed
• Collaborative Multi-Object Tracking with Conformal Uncertainty Propagation
  25 Mar 2023 0 repositories listed
• HappyMap: A Generalized Multi-calibration Method
  8 Mar 2023 0 repositories listed
• Group conditional validity via multi-group learning
  7 Mar 2023 0 repositories listed
• Conformal Prediction for Network-Assisted Regression
  20 Feb 2023 0 repositories listed
• From Group-Differences to Single-Subject Probability: Conformal Prediction-based Uncertainty Estimation for Brain-Age Modeling
  10 Feb 2023 0 repositories listed
• Physics Constrained Motion Prediction with Uncertainty Quantification
  2 Feb 2023 0 repositories listed
• Conformal Prediction for Trustworthy Detection of Railway Signals
  26 Jan 2023 0 repositories listed
• Conformal Loss-Controlling Prediction
  6 Jan 2023 0 repositories listed
• Posterior-Variance-Based Error Quantification for Inverse Problems in Imaging
  23 Dec 2022 0 repositories listed
• Calibrating AI Models for Wireless Communications via Conformal Prediction
  15 Dec 2022 0 repositories listed
• A Cross-Conformal Predictor for Multi-label Classification
  29 Nov 2022 0 repositories listed
• Will My Robot Achieve My Goals? Predicting the Probability that an MDP Policy Reaches a User-Specified Behavior Target
  29 Nov 2022 0 repositories listed
• Conformal Prediction for STL Runtime Verification
  3 Nov 2022 0 repositories listed
• Exact and Approximate Conformal Inference for Multi-Output Regression
  31 Oct 2022 0 repositories listed
• Towards Reliable Zero Shot Classification in Self-Supervised Models with Conformal Prediction
  27 Oct 2022 0 repositories listed
• Distribution-Free Finite-Sample Guarantees and Split Conformal Prediction
  26 Oct 2022 0 repositories listed
• Nonparametric Quantile Regression: Non-Crossing Constraints and Conformal Prediction
  18 Oct 2022 0 repositories listed
• Calibrating AI Models for Few-Shot Demodulation via Conformal Prediction
  10 Oct 2022 0 repositories listed
• Label Noise Robustness of Conformal Prediction
  28 Sep 2022 0 repositories listed
• Scalable Gaussian Process Hyperparameter Optimization via Coverage Regularization
  22 Sep 2022 0 repositories listed
• Conformal Methods for Quantifying Uncertainty in Spatiotemporal Data: A Survey
  8 Sep 2022 0 repositories listed
• Conformal Prediction Bands for Two-Dimensional Functional Time Series
  27 Jul 2022 0 repositories listed
• Estimating Test Performance for AI Medical Devices under Distribution Shift with Conformal Prediction
  12 Jul 2022 0 repositories listed
• Improved conformalized quantile regression
  6 Jul 2022 0 repositories listed
• ACHO: Adaptive Conformal Hyperparameter Optimization
  6 Jul 2022 0 repositories listed
• Three Applications of Conformal Prediction for Rating Breast Density in Mammography
  23 Jun 2022 0 repositories listed
• Conformal Prediction Intervals for Markov Decision Process Trajectories
  10 Jun 2022 0 repositories listed
• Conformal Off-Policy Prediction in Contextual Bandits
  9 Jun 2022 0 repositories listed
• Robust Flow-based Conformal Inference (FCI) with Statistical Guarantee
  22 May 2022 0 repositories listed
• Conformal Prediction with Temporal Quantile Adjustments
  20 May 2022 0 repositories listed
• On the Utility of Prediction Sets in Human-AI Teams
  3 May 2022 0 repositories listed
• On the Construction of Distribution-Free Prediction Intervals for an Image Regression Problem in Semiconductor Manufacturing
  7 Mar 2022 0 repositories listed
• Raman Spectrum Matching with Contrastive Representation Learning
  25 Feb 2022 0 repositories listed
• Predictive Inference with Weak Supervision
  20 Jan 2022 0 repositories listed
• Online Calibrated and Conformal Prediction Improves Bayesian Optimization
  8 Dec 2021 0 repositories listed
• Applying Regression Conformal Prediction with Nearest Neighbors to time series data
  25 Oct 2021 0 repositories listed
• Unsupervised cross-user adaptation in taste sensation recognition based on surface electromyography with conformal prediction and domain regularized component analysis
  20 Oct 2021 0 repositories listed
• Learning Pareto-Efficient Decisions with Confidence
  19 Oct 2021 0 repositories listed
• Assurance Monitoring of Learning Enabled Cyber-Physical Systems Using Inductive Conformal Prediction based on Distance Learning
  7 Oct 2021 0 repositories listed
• Improving Prediction Confidence in Learning-Enabled Autonomous Systems
  7 Oct 2021 0 repositories listed
• Adversarially Robust Conformal Prediction
  29 Sep 2021 0 repositories listed
• Trading Coverage for Precision: Conformal Prediction with Limited False Discoveries
  29 Sep 2021 0 repositories listed
• Sample-Efficient Safety Assurances using Conformal Prediction
  28 Sep 2021 0 repositories listed
• Anomalous Edge Detection in Edge Exchangeable Social Network Models
  27 Sep 2021 0 repositories listed
• CPSC: Conformal prediction with shrunken centroids for efficient prediction reliability quantification and data augmentation, a case in alternative herbal medicine classification with electronic nose
  2 Aug 2021 0 repositories listed
• MD-split+: Practical Local Conformal Inference in High Dimensions
  7 Jul 2021 0 repositories listed
• Conformal Uncertainty Sets for Robust Optimization
  31 May 2021 0 repositories listed
• Conformal testing in a binary model situation
  5 Apr 2021 0 repositories listed
• Universal Prediction Band via Semi-Definite Programming
  31 Mar 2021 0 repositories listed
• Distribution-free uncertainty quantification for classification under label shift
  4 Mar 2021 0 repositories listed
• Retrain or not retrain: Conformal test martingales for change-point detection
  20 Feb 2021 0 repositories listed
• Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose
  5 Feb 2021 0 repositories listed
• Copula-based conformal prediction for Multi-Target Regression
  28 Jan 2021 0 repositories listed
• Online Multivalid Learning: Means, Moments, and Prediction Intervals
  5 Jan 2021 0 repositories listed
• Testing for concept shift online
  28 Dec 2020 0 repositories listed
• Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Conformal Prediction Sets
  26 Aug 2020 0 repositories listed
• Conformal Rule-Based Multi-label Classification
  16 Jul 2020 0 repositories listed
• Making learning more transparent using conformalized performance prediction
  9 Jul 2020 0 repositories listed
• Conformal Prediction Intervals for Neural Networks Using Cross Validation
  30 Jun 2020 0 repositories listed
• AutoCP: Automated Pipelines for Accurate Prediction Intervals
  24 Jun 2020 0 repositories listed
• Learning Robust Decision Policies from Observational Data
  3 Jun 2020 0 repositories listed
• Training conformal predictors
  14 May 2020 0 repositories listed
• Exchangeability, Conformal Prediction, and Rank Tests
  13 May 2020 0 repositories listed
• Knowing what you know: valid and validated confidence sets in multiclass and multilabel prediction
  21 Apr 2020 0 repositories listed
• Detecting Adversarial Examples in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression
  21 Mar 2020 0 repositories listed
• Trusted Confidence Bounds for Learning Enabled Cyber-Physical Systems
  11 Mar 2020 0 repositories listed
• Real-time Out-of-distribution Detection in Learning-Enabled Cyber-Physical Systems
  28 Jan 2020 0 repositories listed
• Validity, consonant plausibility measures, and conformal prediction
  24 Jan 2020 0 repositories listed
• Conformal e-prediction
  16 Jan 2020 0 repositories listed
• Assurance Monitoring of Cyber-Physical Systems with Machine Learning Components
  14 Jan 2020 0 repositories listed
• Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection
  17 Oct 2019 0 repositories listed
• Conformal Prediction based Spectral Clustering
  17 Sep 2019 0 repositories listed
• Combining Prediction Intervals on Multi-Source Non-Disclosed Regression Datasets
  15 Aug 2019 0 repositories listed
• Concepts and Applications of Conformal Prediction in Computational Drug Discovery
  9 Aug 2019 0 repositories listed
• Predicting assisted ventilation in Amyotrophic Lateral Sclerosis using a mixture of experts and conformal predictors
  30 Jul 2019 0 repositories listed
• Conformal Prediction Interval Estimations with an Application to Day-Ahead and Intraday Power Markets
  20 May 2019 0 repositories listed
• Prediction and outlier detection in classification problems
  10 May 2019 0 repositories listed
• Reliable Prediction Errors for Deep Neural Networks Using Test-Time Dropout
  12 Apr 2019 0 repositories listed
• Conformal calibrators
  18 Feb 2019 0 repositories listed
• Deep Confidence: A Computationally Efficient Framework for Calculating Reliable Errors for Deep Neural Networks
  24 Sep 2018 0 repositories listed
• Aggregating Predictions on Multiple Non-disclosed Datasets using Conformal Prediction
  11 Jun 2018 0 repositories listed
• Cautious Deep Learning
  24 May 2018 0 repositories listed
• conformalClassification: A Conformal Prediction R Package for Classification
  16 Apr 2018 0 repositories listed
• Conformal Prediction in Learning Under Privileged Information Paradigm with Applications in Drug Discovery
  29 Mar 2018 0 repositories listed
• Conformal k-NN Anomaly Detector for Univariate Data Streams
  11 Jun 2017 0 repositories listed
• Conformal Predictors for Compound Activity Prediction
  14 Mar 2016 0 repositories listed
• Criteria of efficiency for conformal prediction
  14 Mar 2016 0 repositories listed
• Universal probability-free prediction
  14 Mar 2016 0 repositories listed