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Invariant Risk Minimization Games.

, , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 145-155. PMLR, (2020)

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Learning Global Transparent Models from Local Contrastive Explanations., , , and . CoRR, (2020)Causal Best Intervention Identification via Importance Sampling., , , and . CoRR, (2017)FemtoCaching: Wireless Video Content Delivery through Distributed Caching Helpers, , , , and . CoRR, (2011)AI Explainability 360: Impact and Design., , , , , , , , , and 10 other author(s). CoRR, (2021)Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge., , and . CoRR, (2021)A Formal Framework to Characterize Interpretability of Procedures., , , and . CoRR, (2017)Score-based Causal Representation Learning with Interventions., , , , and . CoRR, (2023)Conditionally independent data generation., , , , , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 2050-2060. AUAI Press, (2021)Empirical or Invariant Risk Minimization? A Sample Complexity Perspective., , , , and . ICLR, OpenReview.net, (2021)Fairness under Covariate Shift: Improving Fairness-Accuracy Tradeoff with Few Unlabeled Test Samples., , , , and . AAAI, page 12331-12339. AAAI Press, (2024)