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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  1. Hallucination Detection via Activations of Open-Weight Proxy Analyzers

    May 8, 2026Akshita Singh, Prabesh Paudel, Siddhartha RoyHallucination DetectionHallucinations

  2. External Validation of Deep Learning Models for BI-RADS Breast Density Prediction from Ultrasound Images

    May 6, 2026Yuxuan Chen, Arianna Bunnell, Yanqi Xu +4MammographyAuc-Roc

  3. Intermediate Representations are Strong AI-Generated Image Detectors

    May 5, 2026Zhenhan Huang, Pin-Yu Chen, Tejaswini Pedapati +1Ai-Generated Image DetectionDetection Framework

  4. Enhance the after-discharge mortality rate prediction via learning from the medical notes

    May 5, 2026Zijiang YangMortalityClinical Notes

  5. Two Calls, Two Moments, and the Vote-Accuracy Curve of Repeated LLM Inference

    May 5, 2026Yi LiuLLM Inference EfficiencyRetrieval Recall

  6. Donor-Aware scRNA-seq Benchmarks for IBD Classification

    May 5, 2026Jonathan MuhireSingle-Cell Rna SequencingCross Validation

  7. HalluScan: A Systematic Benchmark for Detecting and Mitigating Hallucinations in Instruction-Following LLMs

    May 4, 2026Ahmed CherifHallucination DetectionHallucination Mitigation

  8. Beyond ECE: Calibrated Size Ratio, Risk Assessment, and Confidence-Weighted Metrics

    May 3, 2026Fernando Martin-Maroto, Nabil Abderrahaman, Gonzalo G. de PolaviejaConfidence CalibrationOverconfidence

  9. Are LLMs More Skeptical of Entertainment News?

    May 3, 2026Huiqian LaiHeadlinesFalse Positive Rate

  10. MAEPose: Self-Supervised Spatiotemporal Learning for Human Pose Estimation on mmWave Video

    Apr 30, 2026Xijia Wei, Yuan Fang, Kevin Chetty +23D Pose EstimatorMillimeter Wave

  11. From Birdsong to Rumbles: Classifying Elephant Calls with Out-of-Species Embeddings

    Apr 30, 2026Christiaan M. Geldenhuys, Thomas R. NieslerAudio LatentBird

  12. A Review of the Receiver Operating Characteristic Curve and a Proof About the Area Beneath It

    Apr 30, 2026Steven RedolfiArea Under The Receiver Operating Characteristic CurveProbability

  13. The Likelihood Ratio Wall: Structural Limits on Accurate Risk Assessment for Rare Violence

    Apr 30, 2026Marco PollanenPolicingFalse Positive Rate

  14. Smart Ensemble Learning Framework for Predicting Groundwater Heavy Metal Pollution

    Apr 29, 2026T. Ansah-Narh, G. Y. Afrifa, J. B. Tandoh +6Air PollutionEnsemble

  15. Entropy-Dominated Temporal Vocal Dynamics as Digital Biomarkers for Depression Detection

    Apr 29, 2026Himadri S SamantaDepression DetectionDepression

  16. PPG-Based Affect Recognition with Long-Range Deep Models: A Measurement-Driven Comparison of CNN, Transformer, and Mamba Architectures

    Apr 28, 2026Karim Alghoul, Hussein Al Osman, Abdulmotaleb El SaddikConvolutional Neural NetworksAffective Computing

  17. Do Foundation Model Embeddings Improve Cross-Country Crop Yield Generalisation? A Leave-One-Country-Out Evaluation in Sub-Saharan Africa

    Apr 27, 2026Yaw Osei AdjeiGeospatial Foundation ModelsCrop

  18. Knee-xRAI: An Explainable AI Framework for Automatic Kellgren-Lawrence Grading of Knee Osteoarthritis

    Apr 25, 2026Azmul A. Irfan, Nur Ahmad Khatim, Alfan Alfian Irfan +3Knee OsteoarthritisXai

  19. A Dynamic Learning Observatory Reveals the Rapid Salinization of Satkhira, Bangladesh

    Apr 25, 2026Showmitra Kumar Sarkar, Sai RavelaCross ValidationBangla

  20. From Pixels to Explanations: Interpretable Diabetic Retinopathy Grading with CNN-Transformer Ensembles, Visual Explainability and Vision-Language Models

    Apr 25, 2026Pir Bakhsh Khokhar, Carmine Gravino, Fabio Palomba +2Interpretable Diabetic Retinopathy GradingRetinal Imaging

  21. AnemiaVision: Non-Invasive Anemia Detection via Smartphone Imagery Using EfficientNet-B3 with TrivialAugmentWide, Mixup Augmentation, and Persistent Patient History Management

    Apr 24, 2026Rahul PatelEfficientnet EncoderScreening

  22. An Integrated Framework for Explainable, Fair, and Observable Hospital Readmission Prediction: Development and Validation on MIMIC-IV

    Apr 24, 2026Isaac Tosin AdisaAuc-RocGradient Boosted Tree

  23. Rethinking Cross-Domain Evaluation for Face Forgery Detection with Semantic Fine-grained Alignment and Mixture-of-Experts

    Apr 23, 2026Yuhan Luo, Tao Chen, Decheng LiuFace Forgery DetectionCross-Dataset Benchmark

  24. A Hierarchical Ensemble Pipeline for Anomaly Detection in ESA Satellite Telemetry

    Apr 22, 2026Lorenzo Riccardo Allegrini, Geremia PompeiAnomaly DetectionMultivariate Telemetry Data

  25. Validating a Deep Learning Algorithm to Identify Patients with Glaucoma using Systemic Electronic Health Records

    Apr 22, 2026John Xiang, Rohith Ravindranath, Sophia Y. WangInterpretable Diabetic Retinopathy GradingElectronic Health Records

  26. Feature Perturbation Pool-based Fusion Network for Unified Multi-Class Industrial Defect Detection

    Apr 21, 2026Yuanchan Xu, Wenjun Zang, Ying WuScalable Defect DetectionFeature Pyramid Networks

  27. Industrial Surface Defect Detection via Diffusion Generation and Asymmetric Student-Teacher Network

    Apr 21, 2026Shuo Feng, Runlin Zhou, Yuyang Li +1Scalable Defect DetectionDenoising Diffusion Probabilistic Model

  28. Latent Phase-Shift Rollback: Inference-Time Error Correction via Residual Stream Monitoring and KV-Cache Steering

    Apr 20, 2026Manan Gupta, Dhruv KumarError CorrectionReasoning Errors

  29. Concurrent Criterion Validation of a Validity Screen for LLM Confidence Signals via Selective Prediction

    Apr 20, 2026Jon-Paul CacioliLarge Language Model UncertaintyArea Under The Receiver Operating Characteristic Curve

  30. Improving reproducibility by controlling random seed stability in machine learning based estimation via bagging

    Apr 20, 2026Nicholas Williams, Alejandro SchulerCross ValidationRandom

  31. Veritas-RPM: Provenance-Guided Multi-Agent False Positive Suppression for Remote Patient Monitoring

    Apr 17, 2026Aswini Misro, Vikash Sharma, Shreyank N GowdaFalse Positive RateGround Truth

  32. Ranking XAI Methods for Head and Neck Cancer Outcome Prediction

    Apr 17, 2026Baoqiang Ma, Djennifer K. Madzia-Madzou, Rosa C. J. Kraaijveld +1XaiNon-Small Cell Lung Cancer

  33. Breakout-picker: Reducing false positives in deep learning-based borehole breakout characterization from acoustic image logs

    Apr 17, 2026Guangyu Wang, Xiaodong Ma, Xinming WuDrilling DataFalse Positive Rate

  34. ECG-Lens: Benchmarking ML & DL Models on PTB-XL Dataset

    Apr 17, 2026Saloni Garg, Ukant Jadia, Amit Sagtani +1Electrocardiogram ClassificationDeep Learning

  35. Robustifying and Selecting Cohort-Appropriate Prognostic Models under Distributional Shifts

    Apr 16, 2026Dimitris Bertsimas, Carol Gao, Angelos G. Koulouras +1PrognosticsCovariate Shift

  36. Segment-Level Coherence for Robust Harmful Intent Probing in LLMs

    Apr 16, 2026Xuanli He, Bilgehan Sel, Faizan Ali +3CoherenceArea Under The Receiver Operating Characteristic Curve

  37. Backbone-Conditional Behavior of Modality Gating in Multi-Modal Prostate MRI Segmentation: A 5-Fold Cross-Validation and Gate Mechanism Analysis

    Apr 12, 2026Yongbo Shu, Wenzhao Xie, Shanhu Yao +4Lesion SegmentationDropout

  38. ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation

    Apr 5, 2026Hui Sun, Yun-Ji Zhang, Zheng Xie +4Test GenerationCode Generation

  39. Where Experts Disagree, Models Fail: Detecting Implicit Legal Citations in French Court Decisions

    Mar 24, 2026Avrile Floro, Tamara Dhorasoo, Soline Pellez +1Legal DomainCitations

  40. Low-Dose CT for Stroke Diagnosis: A Dual-Pipeline Deep Learning Framework for Portable Neuroimaging

    Mar 24, 2026Rhea Ghosal, Ronok Ghosal, Eileen LouLow-Dose Computed TomographyStroke

  41. Differential privacy representation geometry for medical image analysis

    Mar 1, 2026Soroosh Tayebi Arasteh, Marziyeh Mohammadi, Sven Nebelung +1Differential PrivacyMedical Imaging

  42. Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies

    Feb 2, 2026Olga Graf, Dhrupal Patel, Peter Groß +3Computational PathologyAnomaly

  43. Theoretical Analysis of Measure Consistency Regularization for Partially Observed Data

    Feb 1, 2026Yinsong Wang, Shahin ShahrampourRegularization TechniquesImputation

  44. AgenticData: An Agentic Data Analytics System for Heterogeneous Data

    Aug 7, 2025Ji Sun, Guoliang Li, Peiyao Zhou +3Agentic SystemsData Lakes

  45. How Reliable are Fairness Audits with Unreliable Data?

    Jun 28, 2025Yash Vardhan TomarFairness AuditsFalse Positive Rate

  46. Random Rule Forest (RRF): Interpretable and Manageable Ensembles of LLM-Generated Questions for Predicting Success from Unstructured Data

    May 30, 2025Ben Griffin, Aaron Ontoyin Yin, Diego Vidaurre +4Random ForestHigh-Stakes Decision

  47. Efficient Cross-Validation for Sparse Linear Regression

    Jun 26, 2023Ryan Cory-Wright, Andrés GómezKernel Ridge RegressionLasso

  48. Distribution-free Deviation Bounds and The Role of Domain Knowledge in Learning via Model Selection with Cross-validation Risk Estimation

    Mar 15, 2023Diego Marcondes, Cláudia PeixotoModel SelectionEmpirical Risk Minimization

  49. What does the model actually see? Evaluation protocols and input availability in data-driven prediction of room acoustic parameters

    Date pendingAk\in OktavAcousticEvaluation Protocols

  50. Auditing Frame-Level AUC in Weakly Supervised Video Anomaly Detection: Granularity, Resolution, and Scene Bias

    Date pendingSara Abdulaziz, Egor BondarevVideo Anomaly UnderstandingFine-Grained Video Understanding

  51. False positive bias in AI-powered speech-based cognitive screening for multilingual English speakers in the UK

    Date pendingMadhurananda Pahar, Caitlin Illingworth, Dorota Braun +4Multilingual Automatic Speech RecognitionMultilingual

  52. Who Judges the Judges? A Chinese Safety QA Benchmark for Evaluating LLM Responses and Safety Judges

    Date pendingRui Yang, Shuang Huang, Junhua Liu +7Large Language Model SafetySafety Evaluation