Conformal Prediction

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14 papers in the last 28 days · 0.2% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Conformal CalibrationFinite-Sample Coverage GuaranteesConformal Risk ControlConformal InferenceNonconformity Scores

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Period ending 2026-09-21

4 new papers

A weekly snapshot of new work published in Conformal Prediction.

Period ending 2026-09-14

5 new papers

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Period ending 2026-09-07

3 new papers

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148 papers

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  1. Adaptive Geodesic Conformal Prediction for Egocentric Camera Pose Estimation

    Apr 30, 2026Aishani Pathak, Hasti SeifiConformal PredictionEgocentric Vision

  2. SPLICE: Latent Diffusion over JEPA Embeddings for Conformal Time-Series Inpainting

    Apr 30, 2026Arnaud ZinflouMultivariate Time Series ImputationElectricity Price Forecasting

  3. ConformaDecompose: Explaining Uncertainty via Calibration Localization

    Apr 29, 2026Fatima Rabia Yapicioglu, Meltem Aksoy, Alberto Rigenti +4Conformal PredictionExplainability

  4. VLM Judges Can Rank but Cannot Score: Task-Dependent Uncertainty in Multimodal Evaluation

    Apr 28, 2026Divake Kumar, Sina Tayebati, Devashri Naik +2Multimodal EvaluationLarge Language Model Judges

  5. Conformalized Super Learner

    Apr 24, 2026Zhanli Wu, Fabrizio Leisen, Miguel-Angel Luque-Fernandez +1Conformal PredictionConformal Inference

  6. A Kernel Nonconformity Score for Multivariate Conformal Prediction

    Apr 23, 2026Louis Meyer, Wenkai XuNonconformity ScoresConformal Prediction

  7. Conformal Robust Set Estimation

    Apr 20, 2026Alejandro Cholaquidis, Emilien Joly, Leonardo MorenoConformal PredictionConformal Calibration

  8. Online Conformal Prediction with Adversarial Semi-bandit Feedback via Regret Minimization

    Apr 20, 2026Junyoung Yang, Kyungmin Kim, Sangdon ParkConformal PredictionFinite-Sample Coverage Guarantees

  9. ReconVLA: An Uncertainty-Guided and Failure-Aware Vision-Language-Action Framework for Robotic Control

    Apr 17, 2026Lingling Chen, Zongyao Lyu, William J. BeksiExecutable Robot BehaviorConformal Prediction

  10. Beyond Surface Statistics: Robust Conformal Prediction for LLMs via Internal Representations

    Apr 17, 2026Yanli Wang, Peng Kuang, Xiaoyu Han +2Large Language Model UncertaintyConformal Prediction

  11. Diagnosing LLM Judge Reliability: Conformal Prediction Sets and Transitivity Violations

    Apr 16, 2026Manan Gupta, Dhruv KumarLarge Language Model JudgesJudges

  12. Vision-Based Safe Human-Robot Collaboration with Uncertainty Guarantees

    Apr 16, 2026Jakob Thumm, Marian Frei, Tianle Ni +2Human-Robot CollaborationHuman Motion Prediction

  13. Differentially Private Conformal Prediction

    Apr 16, 2026Jiamei Wu, Ce Zhang, Zhipeng Cai +4Differential PrivacyConformal Prediction

  14. Contrastive Conformal Sets

    Mar 27, 2026Yahya Alkhatib, Wee Peng TayContrastive LearningConformal Prediction

  15. Efficient Federated Conformal Prediction with Group-Conditional Guarantee

    Mar 15, 2026Haifeng Wen, Osvaldo Simeone, Hong XingConformal PredictionTrustworthy Artificial Intelligence

  16. Partial Causal Structure Learning for Valid Selective Conformal Inference under Interventions

    Mar 2, 2026Amir Asiaee, Kavey Aryan, James P. LongCausal InferencesConformal Inference

  17. Communication-Efficient Byzantine-Robust Federated Conformal Prediction via Partial Sharing

    Feb 20, 2026Ehsan Lari, Reza Arablouei, Stefan WernerFederated LearningConformal Prediction

  18. Conformal Prediction Sets for Instance Segmentation

    Feb 10, 2026Kerri Lu, Dan M. Kluger, Stephen Bates +1Conformal PredictionMultiple Instance Learning

  19. Approximate full conformal prediction in an RKHS

    Jan 19, 2026Davidson Lova Razafindrakoto, Alain Celisse, Jérôme LacailleConformal PredictionApproximation

  20. Multi-Distribution Robust Conformal Prediction

    Jan 6, 2026Yuqi Yang, Ying JinConformal PredictionFinite-Sample Coverage Guarantees

  21. Online conformal inference with retrospective adjustment for faster adaptation to distribution shift

    Nov 6, 2025Jungbin Jun, Ilsang OhnConformal InferenceConformal Prediction

  22. Efficient Conformal Prediction for Regression Models under Label Noise

    Sep 18, 2025Yahav Cohen, Jacob Goldberger, Tom TirerConformal PredictionConfidence Intervals

  23. Conformalized Regression for Continuous Bounded Outcomes

    Jul 18, 2025Zhanli Wu, Fabrizio Leisen, F. Javier RubioConformal PredictionQuantile Regression

  24. Optimal Conformal Prediction under Epistemic Uncertainty

    May 25, 2025Alireza Javanmardi, Soroush H. Zargarbashi, Santo M. A. R. Thies +3Conformal PredictionEpistemic Uncertainty

  25. Adaptive Cumulative Mass Calibration with Conformal Prediction

    May 21, 2025Daniil Kazantsev, Eric Moulines, Maxim Panov +2Conformal PredictionMulticalibration and Calibration

  26. Uncertainty measurement for complex event prediction in safety-critical systems

    Nov 2, 2024Maria J. P. Peixoto, Akramul AzimPredictive UncertaintyInput Uncertainties

  27. Conformal Predictive Programming for Chance Constrained Optimization

    Feb 12, 2024Yiqi Zhao, Xinyi Yu, Matteo Sesia +2Conformal PredictionQuantile Regression

  28. Benchmarking non-conformity score functions in conformal prediction

    Date pendingSol Erika BomanNonconformity ScoresConformal Prediction