Shapley Value Attribution

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3 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. Interval-valued SHAP in Tree-Based Models

    Oct 8, 2026Chenrui Zhu, Vu-Linh Nguyen, Marie-Hélène Masson +1Shapley Value AttributionFeature Attribution

    Université de technologie de Compiègne, UMR-CNRS 7253 Heudiasyc Compiègne, France · IUT de l’Oise, Université de Picardie Jules Verne Beauvais, France

  2. From Log-Odds to Shapley Values: An Explanatory Geometry for the Weighted Naive Bayes Classifier

    Oct 7, 2026Vincent Lemaire, Fabrice ClérotClassificationShapley Value Attribution

    Orange Research, France

  3. A Hierarchy of Entropy-Shapley Games for Multivariate Predictive Uncertainty

    Sep 28, 2026Niklas Koenen, Claudia Battistin, Jeriek Van den Abeele +1Probabilistic ForecastingShapley Value Attribution

    Leibniz Institute for Prevention Research and Epidemiology – BIPS University of Bremen, Germany · Simula Research Laboratory Oslo, Norway · Telenor Research & Innovation Fornebu, Norway +1

  4. CausalLoss-Fin: Attributing Financial-Agent Loss to Decisions and Infrastructure Faults

    Sep 22, 2026Abhishek SharmaAgent Failure AnalysisFinancial Services

  5. Shapley Value Estimation for Multi-Site Data with Blockwise-Missing Features

    Sep 14, 2026Siqi Li, Wangxuan Fan, Yiming Li +2Feature AttributionLearning with Missing Data

    Centre for Biomedical Data Science, Duke-NUS Medical School · School of Data Science, Chinese University of Hong Kong, Shenzhen · Department of Biostatistics, Columbia University +3

  6. SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents

    Aug 13, 2026Chang Liu, Yuqi Zhang, Yiman Zhong +3LLM Agent Skill LearningShapley Value Attribution

    1Beihang University, Beijing, China · 2Shandong University, Jinan, China

  7. RelShap: Relationally Consistent Shapley Explanations

    Aug 11, 2026Seungeun Lee, Joao Fonseca, Julia StoyanovichFeature AttributionShapley Value Attribution

    New York University, New York, USA · INESC-ID, Lisbon, Portugal

  8. What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills

    Aug 5, 2026Tao Li, Junfeng Liu, Qinghua Zhao +5Agent EvaluationShapley Value Attribution

    1Nanjing University of Aeronautics and Astronautics · 2Pengcheng Laboratory · 3Hefei University +1

  9. Shapley-Value-Based Feature Attribution for Data Masking

    Jul 31, 2026Xinxue, Qu, Francis Bilson Darku +1Shapley Value AttributionPrivacy-Utility Tradeoff

    Shawn · Department of Information Technology, Analytics, and Operations, Mendoza College of Business University of Notre Dame, South Bend, IN, U.S.A. · Department of Information Systems, W. P. Carey School of Business Arizona State University, Tempe, AZ, U.S.A.

  10. Explaining BiomedCLIP with Weighted Banzhaf Interactions Supported by Tree-Gram Parsing

    Jul 25, 2026Jakub Rymarski, Adam Rempała, Bartłomiej Sobieski +1VLM InterpretabilityShapley Value Attribution

    University of Warsaw, Poland · Centre for Credible AI, Warsaw University of Technology, Poland

  11. A Polynomial Architecture-Attribution Co-Design Framework for Exact Aumann-Shapley Attribution in GNNs

    Jul 23, 2026Bizu Feng, Zhimu Yang, Shuming Wang +4Gradient-Based AttributionPolynomial Neural Networks

    Institute of Artificial Intelligence Innovation and Industry, Fudan University, Shanghai, China · Shanghai Academy of AI for Science, Shanghai, China · Human Phenome Institute, Fudan University, Shanghai, China +1

  12. Fishing Out Free Riders: Shapley-Based Reward Attribution for Parallel Reasoning via Reinforcement Learning

    Jul 21, 2026Wentao Zhang, Haoyu Zhang, Xinke Jiang +7RL for Language Model ReasoningShapley Value Attribution

    ShanghaiTech University · City University of Hong Kong · Peking University +2

  13. How Jailbreak Attacks Inform Safety Alignment: A Defender-Centric, Shapley-Based Evaluation of Jailbreak Contributions

    Jul 19, 2026Yukai Zhou, Feiyang Lu, Xiaokai Mao +2LLM Safety AlignmentTraining Data Selection

    ShanghaiTech University · Zhejiang University

  14. Counterfactual Shapley Credit Assignment

    Jul 18, 2026Mingxuan Li, Kai-Zhan Lee, Elias BareinboimCredit Assignment in RLTemporal Credit Assignment

    Department of Computer Science, Columbia University, New York, NY, USA

  15. Local Additive Feature Attribution: A Mathematical Taxonomy and Reporting Checklist

    Jul 15, 2026Rebecca Afriyie Sarpong, Daniel CommeyGradient-Based AttributionFeature Attribution

  16. Exact and Certified Data Shapley for Weighted k-Nearest-Neighbor Regression and Soft-Label Prediction

    Jul 12, 2026Zongye LyuShapley Value Attributionk-Nearest Neighbors

    Faculty of Information Technology, Monash University, Melbourne, VIC 3800, Australia

  17. Nonlinear Axiomatic Attribution for Cooperative Games

    Jul 10, 2026Weida Li, Zhuanghua Liu, Yaoliang Yu +1Cooperative Game TheoryFeature Attribution

    Department of Computer Science, National University of Singapore, Republic of Singapore · School of Computer Science, University of Waterloo, Canada · Vector Institute, Canada

  18. Validation-Induced Shapley Shifts: How Validation Structure Distorts Data Valuation

    Jul 4, 2026Yinan Shen, Ziao Yang, Hongfu LiuShapley Value AttributionData Valuation

    Adobe Waltham, MA 02451, USA · Department of Computer Science Brandeis University Waltham, MA 02453-2728, USA

  19. Autorelevance function and other feature relevance measures for univariate time series

    Jul 2, 2026Julian Cardenas, Jamie Arjona, Pedro DelicadoExplainable Time Series ForecastingFeature Attribution

    Departament d’Estad´ıstica i Investigaci´o Operativa, Universitat Polit`ecnica de Catalunya - BarcelonaTech, C/ Jordi Girona 1-3, Barcelona, 08034, Catalunya, Spain.

  20. Shapley in Context: Explaining Financial Language with Domain Expertise

    Jul 1, 2026Dangxing Chen, Pengzhan GuoLLM InterpretabilityShapley Value Attribution

    Zu Chongzhi Center, Duke Kunshan University, Kunshan, Jiangsu, CN · Digital Innovation Research Center, Duke Kunshan University, Kunshan, Jiangsu, CN

  21. Decision-Value Attribution in Predict-then-Optimize Systems

    Jun 29, 2026Konstantinos Ziliaskopoulos, Alexander Vinel, Alice E. SmithFeature AttributionPredict-Then-Optimize

    Auburn University, Industrial & Systems Engineering, 36849, Auburn, AL, USA · University of Alabama, Mechanical Engineering & Computer Science, 35487, Tuscaloosa, AL, USA

  22. Exit-and-Join Dynamics and Equilibrium in Continuum Cooperative Games

    Jun 27, 2026Quanyan ZhuCooperative Game TheoryShapley Value Attribution

    Department of Electrical and Computer Engineering · New York University Tandon School of Engineering · Brooklyn, NY, USA

  23. OperatorSHAP: Fast and Accurate Shapley Value Estimation for Neural Operators

    Jun 26, 2026Joshua Stiller, Santo M. A. R. Thies, Felix Czaja +1Shapley Value AttributionNeural Operators

    LMU Munich, MCML · LMU Munich · LMU Munich, MCML, DFKI

  24. Beyond Shapley: Efficient Computation of Asymmetric Shapley Values

    Jun 23, 2026Ezequiel Companeetz, Santiago Cifuentes, Sergio AbriolaCooperative Game TheoryFeature Attribution

    Departamento de Computación, Facultad de Ciencias Exactas y Naturales, UBA · Instituto de Ciencias de la Computación (ICC), CONICET

  25. Do Location Encoders Capture Spatial Effects? A GeoShapley Benchmark Across Scales

    Jun 22, 2026Daniel Kiv, Shaowen WangGeospatial Representation LearningShapley Value Attribution

    Siebel School of Computing & Data Science, University of Illinois Urbana-Champaign Urbana, IL, USA · Department of Geography & GIS and Siebel School of Computing & Data Science, University of Illinois Urbana-Champaign Urbana, IL, USA

  26. The Representational Limit of Scalar Interactions: An Interventional Decomposition

    Jun 17, 2026Potito Aghilar, Sabino Roccotelli, Stanislao Fidanza +3Feature Interaction ModelingRepresentation Disentanglement

    Polytechnic University of Bari · University of Bari Aldo Moro

  27. Feature Attribution in Directed Acyclic Graphs Using Edge Intervention

    Jun 13, 2026Qiheng Sun, Junxu Liu, Xiaokai Mao +4Feature AttributionShapley Value Attribution

    The Hong Kong Polytechnic University, Hong Kong, China · Zhejiang University, Hangzhou, China · University of Illinois Urbana-Champaign, Urbana, USA

  28. MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems

    Jun 11, 2026Chejian Xu, Zhaorun Chen, Jingyang Zhang +5AI Agent Security BenchmarksShapley Value Attribution

    University of Illinois, Urbana-Champaign · Virtue AI · University of Chicago +3

  29. ShaplEIG: Bayesian Experimental Design for Shapley Value Estimation

    Jun 1, 2026David Rundel, Fabian Fumagalli, Maximilian Muschalik +2Shapley Value AttributionAdaptive Sampling

    Department of Statistics, LMU Munich, Munich, Germany · Munich Center for Machine Learning, Munich, Germany · Institute for Informatics, LMU Munich, Munich, Germany +2

  30. A Framework for Graph-Conditioned Hierarchical Shapley Attribution in Patent Valuation

    Jun 1, 2026Joy BoseShapley Value Attribution

    Independent Researcher Bengaluru, India