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Elements of Causal Inference: Foundations and Learning Algorithms

, , and . Adaptive Computation and Machine Learning MIT Press, Cambridge, MA, (2017)

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Unifying distillation and privileged information, , , and . (2015)cite arxiv:1511.03643.Evaluating Predictive Uncertainty Challenge, , , , and . (2006)Learning Disentangled Representations with Wasserstein Auto-Encoders., , and . ICLR (Workshop), OpenReview.net, (2018)Evaluating Predictive Uncertainty Challenge., , , , and . MLCW, volume 3944 of Lecture Notes in Computer Science, page 1-27. Springer, (2005)Automatic Policy Synthesis to Improve the Safety of Nonlinear Dynamical Systems., , and . CoRR, (2020)TriFinger: An Open-Source Robot for Learning Dexterity., , , , , , , , , and 5 other author(s). CoRR, (2020)Geometrically Enriched Latent Spaces., , and . CoRR, (2020)Learning explanations that are hard to vary., , , , and . CoRR, (2020)A survey of algorithmic recourse: definitions, formulations, solutions, and prospects., , , and . CoRR, (2020)Modeling confounding by half-sibling regression., , , , , , and . Proc. Natl. Acad. Sci. USA, 113 (27): 7391-7398 (2016)