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Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions.

, , , , , and . NeurIPS, page 10869-10879. (2018)

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Conditional independences and causal relations implied by sets of equations., , and . J. Mach. Learn. Res., (2021)Beyond Structural Causal Models: Causal Constraints Models., , and . UAI, volume 115 of Proceedings of Machine Learning Research, page 585-594. AUAI Press, (2019)A weaker faithfulness assumption based on triple interactions., , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 451-460. AUAI Press, (2021)Learning of causal relations., , , and . ESANN, (2011)Boosting Local Causal Discovery in High-Dimensional Expression Data., and . BIBM, page 2599-2604. IEEE, (2019)Causal Bandits without prior knowledge using separating sets., , and . CLeaR, volume 177 of Proceedings of Machine Learning Research, page 407-427. PMLR, (2022)Loop corrections for approximate inference, and . CoRR, (2006)Inference in the Promedas Medical Expert System., , , , , and . AIME, volume 4594 of Lecture Notes in Computer Science, page 456-460. Springer, (2007)Correcting for selection bias and missing response in regression using privileged information., , , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 195-205. PMLR, (2023)Cyclic Causal Discovery from Continuous Equilibrium Data., and . UAI, AUAI Press, (2013)