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Atomist or Holist? A Diagnosis and Vision for More Productive Interdisciplinary AI Ethics Dialogue.

, , and . CoRR, (2022)

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Streaming Methods for Restricted Strongly Convex Functions with Applications to Prototype Selection., and . CoRR, (2018)Learning Global Transparent Models from Local Contrastive Explanations., , , and . CoRR, (2020)Trust Regions for Explanations via Black-Box Probabilistic Certification., , , and . CoRR, (2024)AI Explainability 360: Impact and Design., , , , , , , , , and 10 other author(s). CoRR, (2021)Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making., , , , , and . Proc. ACM Hum. Comput. Interact., 6 (CSCW1): 83:1-83:22 (2022)Human-centered explainability for life sciences, healthcare, and medical informatics., , , , , , , , , and . Patterns, 3 (5): 100493 (2022)A Formal Framework to Characterize Interpretability of Procedures., , , and . CoRR, (2017)Towards Better Model Understanding with Path-Sufficient Explanations., and . CoRR, (2021)Real-time understanding of humanitarian crises via targeted information retrieval., , , , , , , , and . IBM J. Res. Dev., 61 (6): 7:1-7:12 (2017)Classifier Invariant Approach to Learn from Positive-Unlabeled Data., and . ICDM, page 102-111. IEEE, (2020)