Conformal Selection

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  1. Moore, Escher, Penrose: A Conformal Golden Braid

    Oct 1, 2026Sophia Feldman, Assaf ShocherConformal SelectionProjection

    Technion - Israel Institute of Technology

  2. Solver Agent: an Agentic AI Framework for Theoretical Physics Computations Applied to F-theory Uplifts of O3-planes and S-folds

    Sep 28, 2026Eliott Morgensztern, Cesar Fierro Cota, Alessandro MininnoAgentic FrameworkConformal Selection

    Sorbonne Université, CNRS, Laboratoire de Physique Théorique et Hautes Energies, Campus Pierre et Marie Curie, 4 place Jussieu, F-75005, Paris, France · Department of Physics, University of Wisconsin–Madison, 1150 University Avenue, Madison, WI 53706, USA

  3. Risk-Aware Online Conformal State Probing

    Sep 22, 2026Pietro Talli, Petar Popovski, Osvaldo SimeoneAutonomous AgentsStochastic Exploration

    Institute for Intelligent Networked Systems, Northeastern University London · Connectivity Section, Department of Electronic Systems, Aalborg University

  4. Distribution-free inference on the number of changepoints

    Sep 8, 2026Rohan Hore, Aaditya RamdasChange-Point DetectionConfidence Intervals

    Department of Statistics, Stanford University

  5. Unifying Conformal Language Tasks with In-Context Ensembles

    Sep 2, 2026Xiao Shi Huang, Chen-Yuan Lin, Bruce Kuwahara +2Natural Language ProcessingIn-Context Learning

    Signal 1 AI · Layer 6 AI

  6. IntroConformal: Conformal Factuality Guarantees for Large Vision-Language Models via Introspective Signals

    Sep 1, 2026Md. Atabuzzaman, Christian Alexander, Chris ThomasRecent Vision-Language ModelsLarge Language Model Reliability

    Department of Computer Science Virginia Tech

  7. Safety Screening for Voltage Control in Active Distribution Grids via Distributionally Robust Conformal Screening

    Aug 31, 2026Sarra Bouchkati, Petros Ellinas, Adriana Geisler +4Power SystemsVoltage

    IAEW at RWTH Aachen University, Aachen, Germany · Department of Wind and Energy Systems, Technical University of Denmark, Kongens Lyngby, Denmark

  8. Common-Center Geometry and Certified Radial Reconstruction for Energy-Form Full Conformal Regions

    Aug 25, 2026Yiheng FengOnline Conformal PredictionConformal Selection

    School of Management, Fudan University Shanghai, China

  9. ARC: Augmented-Rank Conformalization for Changepoint Localization --- Finite-Sample Validity and Distribution-Robust Efficiency

    Aug 9, 2026Chenchen Peng, Mixia Wu, Qijing Yan +2Change-Point DetectionConformal Selection

    School of Mathematics, Statistics and Mechanics, Beijing University of Technology, Beijing 100124, China · College of Computing and Data Science, Nanyang Technological University, Singapore 639798, Singapore

  10. Conformal Calibration for Multi-Modal Regression with Missing Modalities

    Aug 7, 2026Ilia AziziOnline Conformal PredictionMissing Modalities

    Department of Operations, HEC Lausanne, University of Lausanne, Switzerland · BegooAI, Switzerland

  11. Conformal Fusion Under Missing Modalities

    Aug 7, 2026Alireza MoayedikiaMissing ModalitiesMultimodal Fusion

    Department of Business Technology and Entrepreneurship Swinburne University of Technology Hawthorn, VIC 3122, Australia

  12. CertBind from Multimodal Connectivity to Certifiable Retrieval Decisions

    Aug 6, 2026Shuheng Cao, Zhenhao Zhang, Ruiqi Chen +7Graph Foundation ModelDelineation

    University of California, San Diego · ShanghaiTech University · Tsinghua University +5

  13. Distribution-Free Conformal Prediction for Steel Fatigue Strength: Marginal Validity Is Not Enough

    Aug 5, 2026Irene BoruahOnline Conformal PredictionConformal Selection

    Department of Mechanical Engineering, Dibrugarh University Institute of Engineering and Technology, Dibrugarh, 786004, Assam, India.

  14. ConformalShift: Targeted Event Reordering Against Adaptive ECG Monitoring

    Aug 4, 2026Arash Vashagh, Yasmin VashaghConformal Selection

    Faculty of Computer Science, University of New Brunswick, Fredericton, New Brunswick E3B 5A3, Canada · Farzanegan Amin 2 High School, Isfahan, Iran

  15. Mitigating Class-Tail Undercoverage in Medical Vision-Language Models under Clinical Shift

    Jul 30, 2026Mushir Akhtar, M. TanveerMedical Vision-Language ModelsVision-Language Model Adaptation

    Department of Mathematics, Indian Institute of Technology Indore, India

  16. Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference

    Jul 27, 2026Yifan Dou, Shikan Lian, Shibo LiLLM Inference OptimizationConformal Selection

    Department of Computer Science, Florida State University

  17. Robust Conformalized Selection with Noisy Responses

    Jul 25, 2026Chengyao Yu, Hongxin Wei, Bingyi JingFalse Discovery RateConformal Inference

    Department of Statistics and Data Science Southern University of Science and Technology Shenzhen 518055, China · School of Artificial Intelligence The Chinese University of Hong Kong, Shenzhen Shenzhen Loop Area Institute Shenzhen 518172, China

  18. Conformal Constraint Tightening for Chance-Constrained Motion Planning with Unknown Dynamics

    Jul 24, 2026Shubham Natraj, Bruno Sinopoli, Yiannis KantarosMotion PlanningPlanning

    Department of Electrical and Systems Engineering, Washington University in St. Louis, 1 Brookings Dr, St. Louis, MO 63130, USA · School of Electrical, Computer and Energy Engineering, Arizona State University, 650 E. Tyler Mall, Tempe, AZ 85281, USA

  19. Robust Bayes-Assisted Conformal Prediction

    Jul 5, 2026Kianoosh Ashouritaklimi, Stefano Cortinovis, François CaronNonconformity ScoresConformal Selection

    Department of Statistics, University of Oxford

  20. Two-dimensional Hyperbolic RNN Neural Quantum State

    Jun 24, 2026H. L. DaoQuantum Neural NetworksSpatial Photonic Ising Machines

  21. Conformal Orbit-Valid Trust Horizons for Equivariant World Models

    Jun 23, 2026Hongbo WangWorld ModelsHorizon

    Department of Mathematics, Stony Brook University, Stony Brook, NY 11794, USA

  22. Null-Calibrated Conformal Selection via Target-Membership Scores

    Jun 21, 2026Seungjin ChoiNonconformity ScoresConformal Selection

    CROID Research and aSSIST University, Korea

  23. Policy-driven Conformal Prediction for Trustworthy QoT Estimation

    Jun 10, 2026Kiarash Rezaei, Omran Ayoub, Paolo Monti +1Online Conformal PredictionConformal Selection

    Department of Electrical Engineering, Chalmers University of Technology, 412 96 Gothenburg, Sweden · University of Applied Sciences and Arts of Southern Switzerland, 6928 Lugano, Switzerland

  24. Online Shift Detection and Conformal Adaptation for Deployed Safety Classifiers

    Jun 10, 2026Jun Wen LeongDistribution ShiftsThreat Detection

  25. Report the Floor: A Training-Free Conformal Interval Is a Mandatory Baseline for Probabilistic Time-Series Forecasting

    Jun 8, 2026Valery ManokhinProbabilistic ForecastingOnline Conformal Prediction

    Independent researcher.

  26. Inference-Time Conformal Reasoning with Valid Factuality Control for Large Language Models

    Jun 7, 2026Ting Wang, Yuanjie Shi, Yan Yan +1LLM Reasoning StrategiesInference-Time

    University of Illinois Urbana-Champaign · School of EECS, Washington State University.

  27. Conf-Gen: Conformal Uncertainty Quantification for Generative Models

    May 27, 2026Gabriel Loaiza-Ganem, Kevin Zhang, Wei Cui +2Large Language Model UncertaintyGenerative Models

    Layer 6 AI, Toronto, Canada

  28. SAFEVPR: Patch-Based Conformal Verification for Safe Cross-Condition Sequence Visual Place Recognition

    May 27, 2026Ha Sier, Jiaqiang Zhang, Zhuo Zou +2Visual Place RecognitionSafer

    Turku Intelligent Embedded and Robotic Systems (TIERS) Lab, University of Turku, Turku, Finland · School of Information Science and Technology, Fudan University, Shanghai, China

  29. Everywhere Valid Bounds on False Discovery Proportions in Conformal Inference

    May 20, 2026Ziang Song, Ying Jin, Emmanuel J. CandèsFalse Discovery RateConformal Inference

    Department of Statistics, Stanford University · Department of Statistics and Data Science, University of Pennsylvania · Department of Mathematics, Stanford University

  30. CASCADE Conformal Prediction: Uncertainty-Adaptive Prediction Intervals for Two-Stage Clinical Decision Support

    May 19, 2026Ricardo Diaz-Rincon, Muxuan Liang, Adolfo Ramirez-Zamora +1Online Conformal PredictionConformal Inference

    University of Florida · MD Anderson Cancer Center · University of Louisville

  31. Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs

    May 18, 2026Hamed Khosravi, Xiaoming HuoConformal Risk ControlReinforcement Learning With Verifiable Reward

    Georgia Institute of Technology

  32. Dual-Channel Tensor Neural Networks: Finite-Sample Theory and Conformal Structure Selection

    May 18, 2026Elynn Chen, Jiayu Li, Zheshi Zheng +1Conformal SelectionFinite-Sample

    New York University · University of Michigan · Duke University

  33. Conformal Prediction via Transported Beta Laws

    May 18, 2026Thiago R. Ramos, Helton Graziadei, Luben M. C. CabezasConformal SelectionWasserstein Distance

    Federal University of S˜ao Carlos · Federal University of S˜ao Carlos, University of S˜ao Paulo, Inria and Universit´e Grenoble Alpes

  34. Online Conformal Prediction for Non-Exchangeable Panel Data

    May 18, 2026Daohong Tu, Kay GieseckeOnline Conformal PredictionConformal Selection

    Department of Management Science and Engineering Stanford University

  35. Efficient Online Conformal Selection with Limited Feedback

    May 14, 2026Sreenivas Gollapudi, Kostas Kollias, Kamesh Munagala +1Conformal InferenceConformal Selection

    Google Research, Mountain View, CA, USA. · Department of Computer Science, Duke University, Durham, NC, USA.

  36. Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning

    May 13, 2026Yu Gu, Zijun Yu, Vahid Partovi Nia +1Chain-of-Thought ReasoningSelf-Consistency

    Department of Mathematics and Statistics McGill University Montréal, QC, Canada · Department of Mathematics and Industrial Engineering Polytechnique de Montréal Montréal, QC, Canada

  37. Aggregation in conformal e-classification

    May 8, 2026Vladimir VovkOnline Conformal PredictionConformal Selection

  38. Reconstructing conformal field theoretical compositions with Transformers

    May 1, 2026Haotian Cao, Garrett Merz, Kyle Cranmer +1Conformal SelectionTransformer Architectures

    a Department of Physics, University of Wisconsin-Madison · b Data Science Institute, University of Wisconsin-Madison

  39. Conformalized Quantum DeepONet Ensembles: Towards Scalable Operator Learning with Distribution-Free Guarantees

    May 1, 2026Purav Matlia, Christian Moya, Guang LinQuantum Neural NetworksProbabilistic Operator Learning

    Department of Computer Science Purdue University · Department of Mathematics Purdue University · Department of Mathematics Department of Mechanical Engineering Purdue University

  40. RouteNLP: Closed-Loop LLM Routing with Conformal Cascading and Distillation Co-Optimization

    Apr 26, 2026Dongxin Guo, Jikun Wu, Siu Ming YiuLarge Language Model RoutingInference Cost

    1The University of Hong Kong · 2Stellaris AI Limited

  41. Hybrid Decision Making via Conformal VLM-generated Guidance

    Apr 16, 2026Debodeep Banerjee, Burcu Sayin, Stefano Teso +1Large Language Model DecisionsGuidance

    DI, University of Pisa · DISI, University of Trento · CIMeC, university of Trento

  42. Beyond Fixed False Discovery Rates: Post-Hoc Conformal Selection with E-Variables

    Apr 13, 2026Meiyi Zhu, Osvaldo SimeoneFalse Discovery RateConformal Selection

    Department of Engineering, King’s College London, WC2R 2LS, London, U.K. · Institute for Intelligent Networked Systems, Northeastern University London, E1 8PH London, U.K.

  43. Conformal and kNN Predictive Uncertainty Quantification Algorithms in Metric Spaces

    Jul 21, 2025Gábor Lugosi, Marcos MatabuenaOnline Conformal PredictionPredictive Uncertainty

    Department of Economics and Business, Pompeu Fabra University, Barcelona, Spain · ICREA, Pg. Lluís Companys 23, 08010 Barcelona, Spain · Barcelona Graduate School of Economics +3

  44. From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control

    Feb 4, 2025Peiyan Hu, Xiaowei Qian, Wenhao Deng +8Diffusion ModelsUncertainty Quantification

    Work done as an intern at Westlake University · Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China · School of Engineering, Westlake University, Hangzhou, China +2

  45. SafeImpute: Reliable Clinical Data Imputation via Conformal Selection

    Date pendingXinrui He, Mengting Ai, Junting Wang +2ImputationMimic-Iv Datasets

    University of Illinois Urbana-Champaign Champaign, IL, USA · Mayo Clinic Scottsdale, AZ, USA