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Learning Global Transparent Models from Local Contrastive Explanations.

, , , и . CoRR, (2020)

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Karthikeyan Balakrishnan

Karthikeyan Tangavelou

Karthikeyan Sharavanan

Karthikeyan Radhakrishnan

Karthikeyan Balasubramaniam

 

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Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge., , и . CoRR, (2021)AI Explainability 360: Impact and Design., , , , , , , , , и 10 other автор(ы). CoRR, (2021)Score-based Causal Representation Learning with Interventions., , , , и . CoRR, (2023)A Formal Framework to Characterize Interpretability of Procedures., , , и . CoRR, (2017)Learning Global Transparent Models from Local Contrastive Explanations., , , и . CoRR, (2020)FemtoCaching: Wireless Video Content Delivery through Distributed Caching Helpers, , , , и . CoRR, (2011)Causal Best Intervention Identification via Importance Sampling., , , и . CoRR, (2017)Fourier Representations for Black-Box Optimization over Categorical Variables., , , и . AAAI, стр. 10156-10165. AAAI Press, (2022)Fairness under Covariate Shift: Improving Fairness-Accuracy Tradeoff with Few Unlabeled Test Samples., , , , и . AAAI, стр. 12331-12339. AAAI Press, (2024)Conditionally independent data generation., , , , , и . UAI, том 161 из Proceedings of Machine Learning Research, стр. 2050-2060. AUAI Press, (2021)