Decision Thresholds

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Period ending 2026-09-21

6 new papers

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Period ending 2026-09-14

3 new papers

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Period ending 2026-09-07

3 new papers

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98 papers

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  1. Intervention problems in the Linear Threshold Model: A general formulation and new results

    Sep 15, 2026Giacomo Como, Fabio Fagnani, Stephane DurandDecision ThresholdsGraph Theory

  2. Human-Grounded Calibration for Long-Text Image-Text Congruence in Vision-Language Models

    Sep 14, 2026Alessandro Gambetti, Qiwei HanFrozen Vision-Language ModelsSemantic Similarity Metrics

  3. A Conservative OCR-Enabled Workflow for R214 Sodium Screening of South African Packaged Foods

    Sep 14, 2026Mayimunah Nagayi, Alice Scaria Khan, Tamryn Frank +2Non-Destructive Frying Oil Oxidation AssessmentScreening

  4. The Anatomy and Boundary of Adaptation under Temporal Tabular Shift

    Sep 14, 2026Tianyu Wang, Xi Vincent Wang, Lihui Wang +2Parameter-Efficient AdaptationTabular Foundation Models

  5. Optimizing for the decision not the prediction: an exploration of Smooth Net Benefit as a training objective

    Sep 14, 2026Koen M. F. Gorgels, Lasai Barreñada, Maarten van Smeden +3Logistic RegressionClinical Prediction

  6. ThreshGuide: Class-Aware Labeled-Guided Thresholding for Semi-Supervised 3D Abdominal Multi-Organ Segmentation

    Sep 14, 2026Hongyu Liu, Yinlong Wang, Lusha Li +1Medical Image SegmentationPseudo-Labeling

  7. The Accuracy Paradox: Empirical Diagnostic of Default Decision Thresholds in Multi-Label Enzyme Commission Prediction [With Code]

    Sep 7, 2026Bilal Ahmad, Rajed MehmoodMulti-Label ClassificationDecision Thresholds

  8. Replicating a Disjoint-Set Union Experiment over Various Notions of Micro Units to assess Translation Effort

    Sep 7, 2026Michael CarlTranslation QualityReplication

  9. Restricted Eigenvalues Beyond Gaussian Width: Threshold Occupancy under Heavy Tails

    Sep 3, 2026Shi Fu, Huibo Xu, Qixin Zhang +1Long-Tailed DistributionLargest Eigenvalue

  10. Pre-carved Niches: The Formation Dynamics of Modular Task Partitions in Early LLM Training

    Sep 1, 2026Guangqi Li, Yongxin LiLarge ModelsCognitive Science

  11. Replicating TRACE: A Practitioner's Guide to Its Threshold and Particle Budget

    Sep 1, 2026Alex Chadyuk, Alicia Zhang, Roy KucukatesCausal GraphDecision Thresholds

  12. Algorithms for adaptive and heteroskedastic linear regression at the computational threshold

    Aug 19, 2026Spencer Compton, Tselil SchrammHeteroskedasticityNon-Log-Concave

  13. Threshold Structure of Optimal Policies in Restart POMDPs

    Aug 11, 2026Konstantin Avrachenkov, Alexey Piunovskiy, Yi ZhangPartially Observable Markov Decision ProcessMarkov Decision Processes

  14. Every pooling rule has its world: matching probability combination rules to situations and stakes

    Aug 11, 2026Tanel Tammet, Priit Järv, Dirk DraheimProbabilityBetting

  15. From Continuous Predictors to Clinical Thresholds: Early Evidence on Performance Trade-offs of Guideline-Based Categorisation for Ischaemic Stroke Outcome Prediction

    Aug 5, 2026Esra Zihni, Katryna Cisek, Hamzah Ziadeh +3StrokePrognostics

  16. Implementing Causal Perception: Competing SCMs and Situated Fairness

    Aug 4, 2026Jose M. ÁlvarezStructural Causal ModelCausal Reasoning

  17. Cross-Anesthetic ECoG State Decoding Fails at the Decision Threshold, Not the Representation

    Jul 31, 2026Kunkun Zhang, Qianwei ZhouElectrocorticographyImplicit Neural Representations

  18. Adaptive FastOPD: Progress-Aware Rollout Horizon Expansion for Efficient On-Policy Distillation

    Jul 31, 2026Qian Tan, Huaifei Liang, Xuanyu Zhu +2On-Policy DistillationRp-Opsd

  19. Cost-Sensitive Conformal Prediction and Human-in-the-Loop Abstention for Imbalanced High-Stakes Decision Support: A Multi-Domain Benchmark

    Jul 29, 2026Manpreet Singh, Akshatha Srikantha, Shyamal LakhanpalFinite-Sample Coverage GuaranteesDecision Thresholds

  20. Lottery Tickets Are Not Deployment Tickets

    Jul 29, 2026Bum Jun KimLotteriesDecision Thresholds

  21. Safety-Aware Cascaded Inference for Crop Damage Assessment with Controlled Error Trade-offs

    Jul 28, 2026José Thiéry Messigbédé Hagbe, Gani Kawsar Gounou, Songbian Karim ZiméAgricultural LandscapesPost-Disaster Damage Assessment

  22. MOSAIC-FL, a micro-service based privacy-preserving framework with application to genomics

    Jul 27, 2026Paul Largillier, Karl Paygambar, Cédric Gouy-Pailler +3Privacy-Preserving FrameworkHomomorphic Encryption

  23. On the Use of Synthetic Data for Threshold Calibration in Face Recognition: Performance and Security Implications for Border Control Systems

    Jul 27, 2026Arto ApilaSynthetic DataDecision Thresholds

  24. When Should Active RAG Retrieve? A Budget-Aware Evaluation of Utility, Calibration, and Cost

    Jul 27, 2026Pin Qian, Su Wang, Chong Peng +5Token BudgetsDecision Thresholds

  25. Fair Division with Strictly Increasing Valuations: A Tight Threshold for Two-Agent EF1 and PO

    Jul 25, 2026Nicholas TehSubmodular MaximizationPareto Frontier

  26. Synthetic minority data is redundant or invalid: a data-dependent validity theory and a de-biased test

    Jul 22, 2026Ahmad B. Hassanat, Ahmad S. Tarawneh, Ghada A. AltarawnehOversamplingExtreme Class Imbalance

  27. From Bit-Position Sensitivity to Unequal Error Protection for DNN Inference Memory

    Jul 21, 2026Muhammad Husnain Mubarik, Karthik Mohan Kumar, Pedro Antonio Pena +2Graph Neural Network InferenceSystematic Fp16 Divergence

  28. SFGA: A Statistics-First Gating Architecture with Adjudicative Escalation for Trustworthy SFT Data Procurement

    Jul 21, 2026Arther Tian, Alex Ding, Simon Wu +1Supervised Fine-TuningDecision Thresholds

  29. The Label Complexity of Class-Conditional Coverage under Distribution Shift

    Jul 20, 2026Weijia Han, Lisha QuCandidate Label DistributionsFinite-Sample Coverage Guarantees

  30. The Dimension of Nonterminating Resampling Computations

    Jul 20, 2026Yunbei XuRandomResampling

  31. Harmonizing AI Safety Thresholds

    Jul 17, 2026Wilber Sean Anterola, Matthew Ball, Luis F. Lafuerza +1Artificial Intelligence SafetyDecision Thresholds

  32. Conditional Reliability of Toxicity Signals for Multilingual and Code-Mixed Abuse Detection

    Jul 17, 2026Indraveni Chebolu, Rohan Singh, Arnab Mallick +1ToxicityHate Speech

  33. Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts

    Jul 17, 2026Aritro De, Juliana FelknerComplianceDocumentation

  34. A Threshold Exceedance Framework for CBRN Uplift Evaluation in Frontier Language Models

    Jul 13, 2026Rahul Gupta, Abhinav Mohanty, Payal Motwani +8Decision Thresholds

  35. Singular perturbations and hierarchical learning in two-layer neural networks

    Jul 12, 2026Cédric Gerbelot, Jean-Christophe MourratTwo-Layer Neural NetworksDecision Thresholds

  36. HyperBank: A Differentiable Bank of Classical Priors for Few-Shot Spheroid Microscopy Segmentation

    Jul 12, 2026M. Průšek, A. Novozámský, F. Šroubek +3Few-Shot SegmentationMicroscopy

  37. Two Axes of LLM Abstention: Answer Correctness and Question Answerability

    Jul 9, 2026Benedikt J. WagnerInstruction-Tuned ModelsDecision Thresholds

  38. Who Gets Missed in the Tail? Thresholded Subgroup Underdiagnosis in Long-Tailed Chest X-ray Classification

    Jul 4, 2026Ha-Hieu Pham, Hai-Dang Nguyen, Dang P. M. Cao +5Chest X-RayChest Radiography

  39. Rethinking Neural Nonlinearity as Gating

    Jul 3, 2026Muhammad Sabih, Frank Hannig, Jürgen TeichActivation FunctionsGated Recurrent Unit

  40. Has This Checkpoint Been Abliterated? A Two-Signal Audit and Its Failure Map

    Jul 2, 2026Gabriel HurtadoAlgorithm AuditingDecision Thresholds

  41. Reliability-Aware CT-MRI Registration: A Quality Engineering Framework with Stability Analysis and Risk Classification

    Jul 1, 2026Nisreen AlbzourImage RegistrationMagnetic Resonance Imaging

  42. Personalizing Marketplace Policies with Competing Objectives and Constrained Experiments: Evidence from a Job Marketplace

    Jun 29, 2026Yufei Wu, Zhen YanMatching MarketsPersonalization

  43. Multilingual Polarization Detection Using Transformer-Based Models with Class Weighting and Threshold Tuning

    Jun 29, 2026Aaron Bundi AnampiuMultilingual Language ModelsPolarization

  44. When Does Learning to Stop Help? A Cost-Aware Study of Early Exits in Reasoning Models

    Jun 29, 2026Zhe Dong, Fang Qin, Manish ShahEarly StoppingLarge Reasoning Models

  45. Chamber geometry and specification numbers of Boolean threshold functions

    Jun 28, 2026Martin AnthonyDecision ThresholdsProduct Spaces

  46. Exploring the Cryptographic Limits of Transformer Networks

    Jun 28, 2026Stefan Domunco, Andis Draguns, Philip Torr +2Transformer ArchitecturesDiffie-Hellman

  47. Replica Symmetry Breaking and Algorithmic Thresholds in Empirical Risk Minimization under Multi-Index Model

    Jun 26, 2026Andrea Montanari, Kangjie ZhouEmpirical Risk MinimizationOptimal Sample Complexity

  48. Is Variational Monte Carlo Robust? Sharp Moment Thresholds and Heavy-tailed Stochastic Optimization

    Jun 24, 2026Philipp Grohs, Davide NobileVariationalMonte Carlo

  49. BCoughBench: Benchmarking Respiratory Acoustic Foundation Models Under Body-Coupled Wearable Sensor Conditions

    Jun 23, 2026Mayur Sanap, Prasanna Desikan, Edgar LobatonRespiratory Sound ClassificationWearable Devices

  50. Joint Learning of Covariance Estimation and White Noise Gain for Robust MVDR Beamforming

    Jun 23, 2026Yongyi Deng, Hanchen Pei, Jianbo Ma +3BeamformingSpeech Enhancement

  51. Some Results about the Expressivity of Preference-Incomplete Structured Argumentation Frameworks

    Jun 22, 2026Antonio Yuste-GinelAbstract ArgumentationPairwise Preferences

  52. When EER Hides Deployment Failure: Auditing Threshold Transfer and Unlabeled Score Calibration for Speech Deepfake Detectors

    Jun 19, 2026Jingwen Zhou, Mingzhe WangAudio Deepfake DetectionEqual Error Rate

  53. Dead-Direction Signatures: A Cheap Spectral Reading of Singular Complexity

    Jun 19, 2026Tejas Pradeep Shirodkar, P. J. NarayananDistributional SignaturesSingularity

  54. Heteroskedastic Signals in Budgeted LLM Verification: Structural Heterogeneity Limits Optimization Gains

    Jun 14, 2026Jinlong YangHeterogeneityReducible Uncertainty

  55. Odds Law: The Decomposition Algebra On How Intelligence Organizes Itself to Solve Difficult Problems Reliably

    Jun 14, 2026Hidayet AksuProvable GuaranteesAlgebraic Structures

  56. A Statistical and Machine Learning Framework for Operational Threshold Detection and Deployable Dispatch Controller Development in Hydrogen Multi-Energy Systems

    Jun 12, 2026Shadi Heenatigala, Hasanika SamarasingheHydrogen Multi-Energy SystemsEnergy Forecasting

  57. The Silent Cost of Artificial Intelligence Assistance: A Theory of Autonomy Surrender, the Recovery Mechanism, and the Restoration of Human Agency

    Jun 11, 2026Ancuta Margondai, Julie Rader, Emma Rader +2AutonomyHuman-Ai Collaboration

  58. Beyond Explaining Predictions: Logic-Based Explanations for Confidence in Machine Learning Models

    Jun 9, 2026Vinícius Peixoto Chagas, Carlos Henrique Leitão Cavalcante, Thiago Alves RochaExplainabilityMachine Learning

  59. Sharp Low-Degree Thresholds for Planted-vs-Planted Testing

    Jun 3, 2026Anda Skeja, Daniel Gutiérrez Espinoza, Fiona Skerman +1Two-Sample TestingDecision Thresholds

  60. Repair Before Veto: Repair-Augmented Constraint Learning for Contextual Decisions

    Jun 1, 2026Yifan WangDecisionsAbstention