يعرض 1 - 20 نتائج من 149 نتيجة بحث عن '"Sokol, Kacper"', وقت الاستعلام: 0.61s تنقيح النتائج
  1. 1
    Report
    Perfect Counterfactuals in Imperfect Worlds: Modelling Noisy Implementation of Actions in Sequential Algorithmic Recourse

    المؤلفون: Xuan, Yueqing, Sokol, Kacper, Sanderson, Mark, Chan, Jeffrey

    مصطلحات موضوعية: Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2410.02273

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  2. 2
    Report
    Counterfactual Explanations for Clustering Models

    المؤلفون: Spagnol, Aurora, Sokol, Kacper, Barbiero, Pietro, Langheinrich, Marc, Gjoreski, Martin

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Neural and Evolutionary Computing

    URL الوصول: http://arxiv.org/abs/2409.12632

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  3. 3
    Report
    What Does Evaluation of Explainable Artificial Intelligence Actually Tell Us? A Case for Compositional and Contextual Validation of XAI Building Blocks

    المؤلفون: Sokol, Kacper, Vogt, Julia E.

    مصطلحات موضوعية: Computer Science - Human-Computer Interaction, Computer Science - Artificial Intelligence

    URL الوصول: http://arxiv.org/abs/2403.12730

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  4. 4
    Report
    Comprehension Is a Double-Edged Sword: Over-Interpreting Unspecified Information in Intelligible Machine Learning Explanations

    المؤلفون: Xuan, Yueqing, Small, Edward, Sokol, Kacper, Hettiachchi, Danula, Sanderson, Mark

    المصدر: International Journal of Human-Computer Studies (IJHCS), 2024, 103376, ISSN 1071-5819

    مصطلحات موضوعية: Computer Science - Human-Computer Interaction

    URL الوصول: http://arxiv.org/abs/2309.08438

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  5. 5
    Report
    Counterfactual Explanations via Locally-guided Sequential Algorithmic Recourse

    المؤلفون: Small, Edward A., Clark, Jeffrey N., McWilliams, Christopher J., Sokol, Kacper, Chan, Jeffrey, Salim, Flora D., Santos-Rodriguez, Raul

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Computers and Society

    URL الوصول: http://arxiv.org/abs/2309.04211

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  6. 6
    Report
    Navigating Explanatory Multiverse Through Counterfactual Path Geometry

    المؤلفون: Sokol, Kacper, Small, Edward, Xuan, Yueqing

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

    URL الوصول: http://arxiv.org/abs/2306.02786

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  7. 7
    Report
    (Un)reasonable Allure of Ante-hoc Interpretability for High-stakes Domains: Transparency Is Necessary but Insufficient for Comprehensibility

    المؤلفون: Sokol, Kacper, Vogt, Julia E.

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

    URL الوصول: http://arxiv.org/abs/2306.02312

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  8. 8
    Report
    Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness

    المؤلفون: Small, Edward A., Sokol, Kacper, Manning, Daniel, Salim, Flora D., Chan, Jeffrey

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Computers and Society, Mathematics - Optimization and Control, Mathematics - Probability

    URL الوصول: http://arxiv.org/abs/2304.09779

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  9. 9
    Report
    On User-side Fairness in Negative Sampling for Recommender Systems

    المؤلفون: Xuan, Yueqing, Sokol, Kacper, Sanderson, Mark, Chan, Jeffrey

    مصطلحات موضوعية: Computer Science - Information Retrieval

    URL الوصول: http://arxiv.org/abs/2304.07487

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  10. 10
    Report
    Helpful, Misleading or Confusing: How Humans Perceive Fundamental Building Blocks of Artificial Intelligence Explanations

    المؤلفون: Small, Edward, Xuan, Yueqing, Hettiachchi, Danula, Sokol, Kacper

    مصطلحات موضوعية: Computer Science - Human-Computer Interaction, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2303.00934

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  11. 11
    Report
    Mind the Gap! Bridging Explainable Artificial Intelligence and Human Understanding with Luhmann's Functional Theory of Communication

    المؤلفون: Keenan, Bernard, Sokol, Kacper

    مصطلحات موضوعية: Computer Science - Computers and Society, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2302.03460

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  12. 12
    Report
    Analysing Donors' Behaviour in Non-profit Organisations for Disaster Resilience: The 2019--2020 Australian Bushfires Case Study

    المؤلفون: Rajapaksha, Dilini, Sokol, Kacper, Chan, Jeffrey, Salim, Flora, Prasad, Mukesh, Samarawickrama, Mahendra

    مصطلحات موضوعية: Computer Science - Computers and Society, Computer Science - Social and Information Networks

    URL الوصول: http://arxiv.org/abs/2210.09034

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  13. 13
    Report
    What and How of Machine Learning Transparency: Building Bespoke Explainability Tools with Interoperable Algorithmic Components

    المؤلفون: Sokol, Kacper, Hepburn, Alexander, Santos-Rodriguez, Raul, Flach, Peter

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

    URL الوصول: http://arxiv.org/abs/2209.03813

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  14. 14
    Report
    FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems

    المؤلفون: Sokol, Kacper, Hepburn, Alexander, Poyiadzi, Rafael, Clifford, Matthew, Santos-Rodriguez, Raul, Flach, Peter

    المصدر: Journal of Open Source Software, 5(49), 1904 (2020)

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computers and Society

    URL الوصول: http://arxiv.org/abs/2209.03805

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  15. 15
    Report
    Simply Logical -- Intelligent Reasoning by Example (Fully Interactive Online Edition)

    المؤلفون: Flach, Peter, Sokol, Kacper

    مصطلحات موضوعية: Computer Science - Artificial Intelligence, Computer Science - Logic in Computer Science

    URL الوصول: http://arxiv.org/abs/2208.06823

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  16. 16
    Report
    How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness Strategies

    المؤلفون: Small, Edward, Shao, Wei, Zhang, Zeliang, Liu, Peihan, Chan, Jeffrey, Sokol, Kacper, Salim, Flora

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Computers and Society

    URL الوصول: http://arxiv.org/abs/2207.04581

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  17. 17
    Report
    Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity

    المؤلفون: Sokol, Kacper, Kull, Meelis, Chan, Jeffrey, Salim, Flora

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

    URL الوصول: http://arxiv.org/abs/2203.07139

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  18. 18
    Report
    Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence

    المؤلفون: Sokol, Kacper, Flach, Peter

    مصطلحات موضوعية: Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Statistics - Machine Learning

    URL الوصول: http://arxiv.org/abs/2112.14466

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  19. 19
    Report
    You Only Write Thrice: Creating Documents, Computational Notebooks and Presentations From a Single Source

    المؤلفون: Sokol, Kacper, Flach, Peter

    مصطلحات موضوعية: Computer Science - Programming Languages, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2107.06639

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  20. 20
    Conference
    Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness

    المؤلفون: Small, Edward, Sokol, Kacper, id_orcid:0 000-0002-9869-5896, Manning, Daniel, Salim, Flora Dilys, Chan, Jeffrey

    المصدر: FAccT '24: Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency

    مصطلحات موضوعية: Individual Fairness, Group Fairness, Machine Learning, Threshold Optimisation, Calibration

    وصف الملف: application/application/pdf

    Relation: info:eu-repo/semantics/altIdentifier/isbn/979-8-4007-0450-5; info:eu-repo/semantics/altIdentifier/wos/001253359300104; http://hdl.handle.net/20.500.11850/680554

    الاتاحة: https://hdl.handle.net/20.500.11850/680554
    https://doi.org/10.3929/ethz-b-000680554

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