Area Under The Receiver Operating Characteristic Curve

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Period ending 2026-09-21

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Period ending 2026-09-07

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292 papers

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  1. Cheap Reward Hacking Detection

    Jun 8, 2026Iván Belenky, Joaquín Itria, Steven JohnsHackingOutcome-Based Rewards

  2. AUCp: Pseudo-AUC for Inference Model Selection with Unlabeled Validation Data in Abnormality Detection

    Jun 7, 2026Md Mahfuzur Rahman Siddiquee, Fazle Rafsani, Jay Shah +4Auc-RocReconstruction-Based Anomaly Detection

  3. A Rolling-Window Framework for Churn Prediction and Behavioral Driver Identification

    Jun 4, 2026Muhammad Jawad Mufti, Omar Hammad, Haitham Saleh +1Churn PredictionTime Window Temporal Logic Specifications

  4. Finding Most Influential Sets

    Jun 4, 2026Lucas D. Konrad, Nikolas KuschnigEstimatorsCross Validation

  5. When Surface Form Changes Moderation Decisions: A Paired Study of Code-Mixed Workflow Instability

    Jun 4, 2026Suraj Babu Thimma Krishnaram, Yibo Hu, Karthikeyan SaravananContent ModerationCode Quality

  6. DSU-Net: An Attention-Enhanced Dense Skip U-Net for Breast Lesion Segmentation in Mammographic Images

    Jun 3, 2026Reza Bozorgpour, Mohammadreza Soltany SadrabadiLesion SegmentationMammography

  7. Deep Learning-assisted AMD Staging based on OCT and OCT Angiography

    Jun 3, 2026Yukun Guo, Tristan T. Hormel, An-Lun Wu +4Optical Coherence TomographyAuc-Roc

  8. Multi-Granularity 3D Kidney Lesion Characterization from CT Volumes

    Jun 3, 2026Renjie Liang, Zhengkang Fan, Jinqian Pan +4Lesion SegmentationChronic Kidney Disease

  9. Central Description Length (CDL) Clustering Validation Index

    Jun 2, 2026Mahdi Shamsi, Soosan BeheshtiImage ClusteringCluster Structure

  10. SC-TauPath: A Structural Connectivity Attribution Framework for Mapping Tau Propagation Pathways in Alzheimer's Disease

    Jun 2, 2026Jing Zhang, Norman Scheel, Minheng Chen +5AlzheimerCross Validation

  11. A Hybrid Approach For Malware Classification Using Secondary Features Fusion

    Jun 2, 2026Raja Khurram Shahzad, Muhammad Mustaqeem, Haroon ElahiMalware DetectionMalware Families

  12. Transferable Self-Harm Surveillance from Emergency Department Triage Notes Using an Evidence-Augmented Machine Learning Approach

    Jun 1, 2026Liuliu Chen, Gowri Rajaram, Eleanor Bailey +5Suicide RiskTriage

  13. RobustModelMaker: Coupling Bootstrap Stability Selection with Leakage-Safe Nested Cross-Validation for Scientific Machine Learning

    Jun 1, 2026Amanda S BarnardModel SelectionCross Validation

  14. Trait-space Monitoring for Emergent Misalignment During Supervised Finetuning

    May 31, 2026Huy Nghiem, Sy-Tuyen Ho, Sarah Wiegreffe +1Harmful Fine-TuningMisalignment

  15. Benchmarking Recursive-Collapse Warning Claims Under Matched False-Positive Control

    May 29, 2026David MullettFalse Positive Rate

  16. Cluster Analysis with Resampling for Validation and Exploration (CARVE)

    May 29, 2026Kai R. Wycik, Tiffany M. Tang, Tarek M. Zikry +1Image ClusteringCross Validation

  17. Reliable Multilingual Orthopedic Decision Support from Clinical Narratives: Language-Aware Adaptation and Verification-Guided Deferral

    May 29, 2026Danish Ali, Li Xiaojian, Sundas Iqbal +1EnglishClinical Notes

  18. A Protocol-Language Model for Network Intrusion (Without Deep Packet Inspection)

    May 29, 2026Vivek Kumar SharmaIntrusion DetectionSingguard-Nsfa

  19. Adaptive data selection improves wearable prediction under low baseline performance

    May 29, 2026Ali KargarandehkordiWearable DevicesArea Under The Receiver Operating Characteristic Curve

  20. Leave a Window Out: Modifying the Jackknife for Predictive Inference in Time Series

    May 28, 2026Hanyang Jiang, Rina Foygel Barber, Ashwin Pananjady +1Conformal PredictionMultivariate Forecasting

  21. Anomaly as Non-Conformity via Training-Free Graph Laplacian Energy Minimization

    May 27, 2026Jungwook Seo, Minjeong Kim, Younkwan Lee +2AnomalyAnomaly Detection

  22. Benchmarking Inductive Biases for Multivariate Time-Series Anomaly Detection with a Robust Multi-View Channel-Graph Detector

    May 27, 2026Junhao Wei, Yanxiao Li, Bidong Chen +9Time-Series Anomaly DetectionAnomaly Detection

  23. ATLAS: All-round Testing of Long-context Abilities across Scales

    May 27, 2026Deli Huang, Cunguang Wang, Hongyin Tang +15AtlasProfiling

  24. Pressure-Testing Deception Probes in LLMs: Scaling, Robustness, and the Geometry of Deceptive Representations

    May 27, 2026Sachin KumarDeceptionLanguage Model Evasion Attacks

  25. Benchmarking Ultrasound Foundation Models for Fetal Plane Classification

    May 27, 2026Leya Barrientos, Yuexi Du, Nicha C. DvornekPrenatal UltrasoundWireless Foundation Models

  26. Customer Churn Prediction on Structured Data Using FT-Transformer and Stacking Ensembles

    May 26, 2026Joyjit Roy, Samaresh Kumar Singh, Laxmi ShawChurn PredictionGradient Boosted Tree

  27. Memory-Distilled Selection for Noise-Robust Anomaly Detection

    May 26, 2026Sirojbek Safarov, Jaewoo Park, Yoon Gyo Jung +4Zero-Shot Anomaly DetectionAnomaly Detection

  28. Minimax Limits of k-Fold Cross-Validation via Majority

    May 25, 2026Ido Nachum, Rüdiger Urbanke, Thomas WeinbergerCross ValidationEmpirical Risk Minimization

  29. On Reliability of Efficient Membership Inference Vulnerability Evaluation

    May 25, 2026Joonas Jälkö, Gauri Pradhan, Ossi Räisä +1Membership Inference AttacksFalse Positive Rate

  30. Page image classifier fine-tuned on century-spanning archives of scanned documents for further content-specific processing

    May 25, 2026Kateryna Lutsai, Dana Křivánková, Pavel Straňák +1Image ClassificationOptical Character Recognition

  31. When Rule Violations Are Rare: Chimera Training for Logical Anomaly Detection

    May 25, 2026Alejandro Ascarate, Leo Lebrat, Rodrigo Santa Cruz +2Anomaly DetectionViolation

  32. From Theory to Decision Rule: Calibrating the Noisy-Label Crossover for Vision-Language Model Weak Supervision Across Three Medical-Imaging Benchmarks

    May 23, 2026Bruce Changlong Xu, Jose James, Alexander RyuWeak SupervisionNoisy Labels

  33. ROC Analysis for Evaluating Translation Quality Estimation Systems

    May 23, 2026Evelyn Y. Garland, Carola F. BergerMachine Translation QualityAuc-Roc

  34. Stream Assembly Is an Uncontrolled Treatment in Streaming Intrusion-Detection Benchmarks

    May 23, 2026Michel A. YoussefIntrusion DetectionConformal Risk Control

  35. Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State Reformulation

    May 21, 2026Samson Gourevitch, Yazid Janati, Dario Shariatian +4Masked Diffusion Language ModelsDiscrete Diffusion Model

  36. HADS-Net:A Hybrid Attention-Augmented Dual-Stream Network with Physics-Informed Augmentation for Breast Ultrasound Image Classification

    May 19, 2026Chinedu Emmanuel Mbonu, Blessing Nwamaka Iduh, Joseph Ikechukwu Odo +1UltrasoundMammography

  37. Worst-Group Equalized Odds Regularization for Multi-Attribute Fair Medical Image Classification

    May 19, 2026Nikhil Cherian Kurian, Victor Caquilpan Parra, Abin Shoby +6Fairness-Aware LearningMedical Image Classification

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

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

  39. Lost in the Folds: When Cross-Validation Is Not a Deep Ensemble for Uncertainty Estimation

    May 18, 2026Tristan Kirscher, Markus Bujotzek, Yannick Kirchhoff +5Cross ValidationEnsemble

  40. UTOPYA: A Multimodal Deep Learning Framework for Physics-Informed Anomaly Detection and Time-Series Prediction

    May 18, 2026Robson W. S. Pessoa, Julien Amblard, Alessandra Russo +1Anomaly DetectionMultivariate Forecasting

  41. Confidence Geometry Reveals Trace-Level Correctness in Large Language Model Reasoning

    May 16, 2026Shuo Liu, Ding Liu, Shi-Ju RanLarge Language Model UncertaintyLarge Language Model Reasoning

  42. Given, When, Then, Again: Mining Subscenario Refactoring Candidates in Behaviour-Driven Test Suites with ML Classifiers and LLM-Judge Baselines

    May 14, 2026Ali Hassaan Mughal, Noor Fatima, Muhammad BilalCode RefactoringTest Generation

  43. Reducing cross-sample prediction churn in scientific machine learning

    May 13, 2026Gordan Prastalo, Kevin Maik JablonkaCross ValidationChurn Prediction

  44. A Multi-Probe Audit of Clinical-Interview Depression Detection Benchmarks

    May 13, 2026Takehiro Ishikawa, Jon DukeDepression DetectionDiagnostic Benchmark

  45. Interpretable Machine Learning for Antepartum Prediction of Pregnancy-Associated Thrombotic Microangiopathy Using Routine Longitudinal Laboratory Data

    May 13, 2026Chuanchuan Sun, Zhen Yu, Qin Fan +2Chronic Kidney DiseaseArea Under The Receiver Operating Characteristic Curve

  46. Robust and Explainable Bicuspid Aortic Valve Diagnosis Using Stacked Ensembles on Echocardiography

    May 13, 2026Christos Chrysanthos Nikolaidis, Vasileios Sachpekidis, Nikolas Moustakidis +2EchocardiographyAuc-Roc

  47. A Unified Three-Stage Machine Learning Framework for Diabetes Detection, Subtype Discrimination, and Cognitive-Metabolic Hypothesis Testing

    May 13, 2026Vishal Pandey, Ruzina Haque Laskar, Rishav TewariHypoglycemia ClassificationMachine Learning

  48. Compact Latent Manifold Translation: A Parameter-Efficient Foundation Model for Cross-Modal and Cross-Frequency Physiological Signal Synthesis

    May 13, 2026Bo Cui, Xiaowen Song, Yaowen Zhang +4Electronic Health Record Foundation ModelsWireless Foundation Models

  49. Before the Last Token: Diagnosing Final-Token Safety Probe Failures

    May 12, 2026Shravan DodaJailbreak EvaluationsSafety

  50. KV-Fold: One-Step KV-Cache Recurrence for Long-Context Inference

    May 12, 2026Alireza Nadali, Patrick Cooper, Ashutosh Trivedi +1Efficient Long-Context InferenceKey-Value Cache

  51. Multi-Variable Conformal Prediction: Optimizing Prediction Sets without Data Splitting

    May 12, 2026Laura Lützow, Simone Garatti, Marco C. Campi +2Conformal PredictionFinite-Sample Coverage Guarantees

  52. Decomposing the Generalization Gap in PROTAC Activity Prediction: Variance Attribution and the Inter-Laboratory Ceiling

    May 12, 2026Thor Klamt, Wolfgang Nejdl, Ming TangStructure-Based Drug DesignProtein

  53. VNDUQE: Information-Theoretic Novelty Detection using Deep Variational Information Bottleneck

    May 12, 2026Aryan Gondkar, Hayder Radha, Yiming DengOut-Of-Distribution DetectionInformation Bottleneck

  54. Rethinking external validation for the target population: Capturing patient-level similarity with a generative model

    May 11, 2026Mohammad Azizmalayeri, Ameen Abu-Hanna, Saskia Houterman +2Cross ValidationPopulations

  55. ABRA: Agent Benchmark for Radiology Applications

    May 11, 2026Bulat Maksudov, Vladislav Kurenkov, Kathleen M. Curran +1Radiology Report GenerationAgentic Benchmarks

  56. Content-Aware Attack Detection in LLM Agent Tool-Call Traffic: An Empirical Study of Features, Architectures, and Evaluation Protocols

    May 11, 2026Sultan ZavrakLanguage Model Evasion AttacksArtificial Intelligence Detection

  57. ReTAMamba: Reliability-Aware Temporal Aggregation with Mamba for Irregular Clinical Time Series Prediction

    May 11, 2026Jinwoong Kim, Sangjin ParkTime-Series ClassificationMultivariate Time Series Forecasting

  58. Aggregation in conformal e-classification

    May 8, 2026Vladimir VovkConformal PredictionConformal Calibration

  59. MatryoshkaLoRA: Learning Accurate Hierarchical Low-Rank Representations for LLM Fine-Tuning

    May 8, 2026Ionut-Vlad Modoranu, Mher Safaryan, Dan AlistarhLow-Rank AdaptationLow-Rank Adaptation Adapters

  60. RELO: Reinforcement Learning to Localize for Visual Object Tracking

    May 8, 2026Xin Chen, Chuanyu Sun, Jiao Xu +4Multi-Object TrackingRobust Localization