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What Changed? Interpretable Model Comparison.

, , , , , и . IJCAI, стр. 2855-2861. ijcai.org, (2021)

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Dennis Wei

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Wei Wei

Wei Wei

Wei Wei

 

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Optimal Policies for the Homogeneous Selective Labels Problem.. CoRR, (2020)TED: Teaching AI to Explain its Decisions., , , , , , , и . AIES, стр. 123-129. ACM, (2019)Interpretable differencing of machine learning models., , , , и . UAI, том 216 из Proceedings of Machine Learning Research, стр. 788-797. PMLR, (2023)Heavy Sets with Applications to Interpretable Machine Learning Diagnostics., , и . AISTATS, том 206 из Proceedings of Machine Learning Research, стр. 5918-5930. PMLR, (2023)Who Should Predict? Exact Algorithms For Learning to Defer to Humans., , , , , и . AISTATS, том 206 из Proceedings of Machine Learning Research, стр. 10520-10545. PMLR, (2023)Characterization of Overlap in Observational Studies., , , , , , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 788-798. PMLR, (2020)Multi-Level Explanations for Generative Language Models., , , , , , , , , и 1 other автор(ы). CoRR, (2024)The RealHumanEval: Evaluating Large Language Models' Abilities to Support Programmers., , , , , , , , , и . CoRR, (2024)Adversarial Auditing of Machine Learning Models under Compound Shift., , , и . ESANN, (2023)Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making., , , , , и . Proc. ACM Hum. Comput. Interact., 6 (CSCW1): 83:1-83:22 (2022)