Multicalibration and Calibration

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Period ending 2026-09-21

12 new papers

A weekly snapshot of new work published in Multicalibration and Calibration.

Period ending 2026-09-14

2 new papers

A weekly snapshot of new work published in Multicalibration and Calibration.

239 papers

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  1. Efficient Sequential Calibration with O(T2/3−ε)O(T^{2/3-ε}) Error Bound

    Jul 14, 2026Zihan ZhangMulticalibration and CalibrationHigh-Fidelity Surrogates

  2. Color Pass-Through via Camera-Display Coupling

    Jul 14, 2026Ruikang Li, Molin Li, Jiarui Wu +3Image ProcessingSmartphone Photographs

  3. Condition-Stratified Robustness Analysis of Post-Hoc Calibration Methods for Probabilistic Classifiers

    Jul 13, 2026Gurdeep Singh VirdeeMulticalibration and CalibrationPost-Hoc

  4. Simple Features and Honest Calibration for Ambivalence and Hesitancy Recognition in Video

    Jul 13, 2026Vikas Kumar, Aditya Mishra, Haroon R. LoneAffective ComputingLinguistics

  5. Why Low-Light Cameras Go Color Blind: Removing Color Bias in Raw Denoising

    Jul 13, 2026Mohammad Mohammadi, Sina Honari, Stavros Tsogkas +6Low-Light ImagesImage Denoising

  6. Route, Communicate, and Reason: Gated Routing and Adaptive Depth for Efficient Multi-Agent Reasoning

    Jul 12, 2026Sudipto Ghosh, Tanmoy ChakrabortyMulti-Agent ReasoningMulti-Agent Systems

  7. When does distribution shift break graph neural networks calibration?

    Jul 12, 2026Abderaouf BahiGraph Neural NetworksDistribution Shifts

  8. Calibration-First Reward-Component Auditing for Reinforcement Learning Control in Smart Greenhouses

    Jul 12, 2026Yuhui Bie, Guowei Xu, Yaojun WangIterative Reinforcement LearningMediterranean Greenhouses

  9. Reliability-Aware Ensemble Classification Under Class Imbalance: A Calibration Study on Liquid-Based Cervical Cytology

    Jul 10, 2026Nisreen Albzour, Sarah S. LamExtreme Class ImbalanceClass Imbalance

  10. RASR: Range-Aware Scale Recovery for Metric UAV Navigation

    Jul 10, 2026Hongtao Liang, Xinyu Shao, Chenxu Wang +5Autonomous Drone NavigationGlobal Navigation Satellite System

  11. AnyDexRT: Calibration-Free Dexterous Hand Retargeting with Few-Shot Human Guidance

    Jul 9, 2026Chenxi Wang, Ying Feng, Hongjie Fang +4Motion RetargetingDexterous Robot Hands

  12. From Text to Parameters: Predicting Item Parameters from Embedding Regularization with Reliability and Design Ceilings

    Jul 8, 2026Shi-Ting Chen, Jinsong ChenPsychometricsEvaluation Metrics

  13. Observation Quality Matters: Robust Multi-Fisheye Calibration via Failure-Oriented Analysis

    Jul 7, 2026Peize Liu, Zhe Tong, Chen Feng +1Camera IntrinsicsMulticalibration and Calibration

  14. ReCal3R: Reliability-Calibrated Learning Rates for Streaming 3D Reconstruction

    Jul 6, 2026Xinze Li, Yiyuan Wang, Pengxu Chen +43D ReconstructionRecurrent State

  15. Full-range Binary Classifier Calibration for Stable Model Updates in Production

    Jul 6, 2026Konstantin BerlinMulticalibration and CalibrationFalse Positive Rate

  16. Self-Specializing Vision-Language Transmon Chip Calibration in a Physics-Grounded Environment

    Jul 3, 2026Animesh Tripathy, Aswanth KrishnanMulticalibration and CalibrationChip Design

  17. Rethinking Post-Hoc Calibration in Semantic Segmentation

    Jul 2, 2026Tristan Kirscher, Kim-Celine Kahl, Balint Kovacs +5Multicalibration and CalibrationPost-Hoc

  18. ProCal: Inference-Time Proposal Calibration for Open-Vocabulary Object Detection

    Jul 2, 2026Jae-Ryung Hong, Ho-Joong Kim, Seong-Whan LeeOpen-Vocabulary Object DetectionMulticalibration and Calibration

  19. Calibration, Not Compilation: Detecting and Repairing Misspecified Probabilistic Programs Written by Language Models

    Jun 30, 2026Jian Xu, Delu Zeng, John Paisley +1CorrectnessLarge Language Model Reliability

  20. The Calibration Turn in AI-Assisted Research: A Conceptual and Methodological Framework for Evidence-Licensed Claims

    Jun 30, 2026Hongmin LiAutoresearchScientific Discovery

  21. CooperScene: Multi-Modal Cooperative Autonomy Benchmark with C-V2X Communication Characterization

    Jun 30, 2026Bo Wu, Ruoshen Mo, Justin Yue +6V2XCollaborative Perception

  22. An Empirical Study of Security Calibration in Large Language Models for Code

    Jun 30, 2026Mohammed Latif Siddiq, Md. Nafiu Rahman, Joanna C. S. SantosLarge Language Model SafetyVulnerable Code

  23. Ground Plane-Aided Extrinsic Calibration of Inertial and RGB-D Sensors for Uncrewed Aerial Vehicles

    Jun 30, 2026Ilyar Asl Sabbaghian Hokmabadi, Mahdis BishebanCamera IntrinsicsUncrewed Aerial Vehicles

  24. When Calibration Rankings Reverse: Accuracy-Controlled Evaluation for Fair Comparison of LLMs

    Jun 29, 2026Zhichao Yang, Caiqi Zhang, Ruihan Yang +3Confidence CalibrationMulticalibration and Calibration

  25. RiverONE: Generating Knowledge-Intensive VLM by Simulated Quantum Machines

    Jun 29, 2026Xindian Ma, Xinyu Long, Yefei Zhang +11Large Language Model QuantizationLarge Vision Language Models

  26. The Calibrated Deepfake Trust Score (CDTS): Competence-Coupled Trust Degradation Across Deepfake Detectors

    Jun 28, 2026Md Anas BiswasExplainable Deepfake DetectionDeepfake Detection

  27. Self-Organized Conformal Prediction: Reducing Regional Coverage Gaps with Unsupervised Group Discovery

    Jun 28, 2026Louis Berthier, Ahmed Shokry, Maxime Moreaud +2Conformal PredictionMulticalibration and Calibration

  28. ExACT: Exemplar-Driven Calibrated Refinement for Training-Free Visual Grounding in Remote Sensing Images

    Jun 27, 2026Zixiao Zhang, Lingling Li, Pei He +2Remote SensingExplicit Visual Grounding

  29. An Integrated Machine Learning and Hierarchical Variance Decomposition Pipeline for Student Performance Prediction and Metacognitive Calibration on Multi-Signal Telemetry

    Jun 27, 2026Gurdeep Singh VirdeeReward-Prediction ErrorLogistic Regression

  30. A Bayesian latent Gaussian process framework for aerodynamic uncertainty quantification

    Jun 27, 2026Geoffrey Davis, Ashwin RenganathanAerodynamicsCalibrated Uncertainty

  31. Correct codes for the wrong reasons? validating LLMs as measurement instruments for theoretical constructs

    Jun 26, 2026Manuel PitaLarge Language Model ReliabilityCorrectness

  32. Robotic Arm-Based Spectral Sensing for Strawberry Positioning and Non-Destructive Sweetness Measurement

    Jun 26, 2026Yi Yang, Mark Cardamis, Wen HuRobotic PerceptionFruit

  33. NaviCache: Test-Time Self-Calibration Caching for Video Generation

    Jun 25, 2026Zheqi Lv, Zhibo Zhu, Jinke Wang +6Xr Vision AcceleratorsMulticalibration and Calibration

  34. Calibrated Harmonic Overlaid Implicit Neural Representations for Multi-Dimensional Data

    Jun 25, 2026Honghang Chen, Xiujun Zhang, Xiaoli Sun +1Implicit Neural RepresentationsSpectral Reconstruction

  35. DualEval: Joint Model-Item Calibration for Unified LLM Evaluation

    Jun 24, 2026Aaron J. Li, Hao Huang, Youngmin Park +6Large Language Model EvaluationEvaluation Harnesses

  36. AutoRelAnnotator: Calibrated Model Cascades for Cost-Efficient Relevance Evaluation in Sponsored Search

    Jun 24, 2026Md Omar Faruk Rokon, Shasvat Desai, Hong Yao +1RelevanceHuman Annotations

  37. ParaPairAudioBench: Paralinguistic Pairwise Audio Benchmark for LALM-as-a-Judge

    Jun 23, 2026Jisu Jeon, Seungyeon Jwa, Joosung Lee +6Paralinguistic CuesLarge Audio Language Models

  38. Scene-agnostic ALS boresight self-calibration

    Jun 22, 2026Aurélien Brun, Jan SkaloudLidarGlobal Navigation Satellite System

  39. Per-Entity Bias Mapping for AI Visibility: Why Brand Mentions Require Entity-Specific Calibration

    Jun 19, 2026Zoltan VargaBrand PairsImplicit Bias

  40. Optimal Deterministic Multicalibration and Omniprediction

    Jun 18, 2026Georgy Noarov, Aaron RothMulticalibration and CalibrationOptimal Sample Complexity

  41. Closing the Operational Gap in Semantic Caching

    Jun 18, 2026Aditeya Baral, Radoslav Ralev, Iliya Sotirov Zhechev +2CacheSemantic Gap

  42. A Differentiable Composite Approximation Framework for Autonomous Underwater Vehicle Maneuvering Modeling from Sea-Trial Data

    Jun 18, 2026Aobo Wang, Aifei Xia, Zihao Wang +1Autonomous Underwater VehiclesAdvanced Jet Trainer

  43. Optimal Ansatz-free Hamiltonian Learning In Situ

    Jun 17, 2026Taiqi Zhou, Weiyuan GongN$-Qubit Stabilizer StatesHamiltonian

  44. Sequential Kernel-based Conditional Independence Testing via Adaptive Betting

    Jun 17, 2026Zheng He, Danica J. SutherlandConditional IndependenceTwo-Sample Testing

  45. Toward Simultaneously Optimal Regret in U-Calibration

    Jun 16, 2026Rafael Frongillo, Haipeng Luo, Nishant A. Mehta +1Linear RegretRegret

  46. StepGuard: Guarding Web Navigation via Single-Step Calibration

    Jun 16, 2026Zhihao Cui, Yuchen Zhang, Xiyang Sun +6NavigationMulti-Objective Policy Optimization

  47. Inference-Time Decision Calibration for Temporal Classification

    Jun 14, 2026Arthur Chagas, Arthur Buzelin, Yan Aquino +4Temporal Deep Learning FrameworkInference-Time

  48. PromptShift-CRC: Drift-Aware Conformal Risk Control for Foundation Models Under Prompt and Domain Shift

    Jun 14, 2026Jeffery Opoku, David BanaheneConformal Risk ControlWireless Foundation Models

  49. Spectral Adaptive Conformal Prediction for Structured Non-Exchangeable Data

    Jun 14, 2026Jeffery Opoku, David BanaheneConformal PredictionQuantile Regression

  50. False Sense of Safety in Selective Signal Classification: Auditing Bound Tightness and Exchangeability for Risk Control

    Jun 13, 2026Jingwen Zhou, Mingzhe WangDanger RecognitionConfidence Intervals

  51. LV-Calib: LiDAR-Camera Extrinsic Calibration with Boundary-Response Modeling

    Jun 12, 2026Sheng HongLidarCamera Intrinsics

  52. A Lightweight Fiducial-Based Pipeline for 3D Hyperspectral Mapping of ex-vivo Lumpectomy Specimens

    Jun 12, 2026Anna Bicchi, Alberto Rota, Leonardo Passoni +5Hyperspectral ImagingComputational Pathology

  53. Closing the Reflection Gap: A Free Calibration Bonus for Agentic RL

    Jun 12, 2026Yinglun ZhuAgentic Reinforcement-Learning FrameworkReflections

  54. Graph Reinforcement Learning for Calibration-Aware Quantum Circuit Routing

    Jun 11, 2026Yash Vardhan Tomar, Dheeraj PeddireddyQuantum Circuit SimulationQuantization

  55. Spatially Coupled Phase-to-Depth Calibration for Fringe Projection Profilometry

    Jun 10, 2026Sehoon Tak, Jae-Sang HyunFringe Projection ProfilometryMulticalibration and Calibration

  56. Human-AI Teaming Through the Lens of Calibration

    Jun 9, 2026Eric Nalisnick, Chi Zhang, Sophia Qian +1Human-Ai CollaborationArtificial Intelligence Models

  57. MAAM: Anchor-Preserving Compression and Contextual Calibration for Chinese Discriminatory Language Detection

    Jun 8, 2026Yuxin Fu, Shijing SiHate SpeechLarge Language Model Bias

  58. Oversight Has a Capacity: Calibrating Agent Guards to a Subjective, Fatiguing Human

    Jun 8, 2026Emre TuranScalable OversightAgentic Evaluations

  59. The Confidence Trap: Calibration Attacks for Graph Neural Networks

    Jun 7, 2026Cuong Dang, Jiahao Zhang, Hieu Ta Quang +3Graph Neural NetworksAdversarial Transferability

  60. Cost-Aware Speculative Execution for LLM-Agent Workflows: An Integrated Five-Dimension Method

    Jun 5, 2026Faisal FareedSelf-SpeculativeAgentic Workflows