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Meaningful Causal Aggregation and Paradoxical Confounding.

, , , and . CLeaR, volume 236 of Proceedings of Machine Learning Research, page 1192-1217. PMLR, (2024)

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Two QCMA-complete problems., , and . Quantum Inf. Comput., 3 (6): 635-643 (2003)Causal Forecasting: Generalization Bounds for Autoregressive Models., , , , and . CoRR, (2021)Causal version of Principle of Insufficient Reason and MaxEnt.. CoRR, (2021)Quantum Entropy.. Compendium of Quantum Physics, Springer, (2009)Quasi-order of clocks and their synchronism and quantum bounds for copying timing information., and . IEEE Trans. Inf. Theory, 49 (1): 230-240 (2003)Feature relevance quantification in explainable AI: A causal problem., , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 2907-2916. PMLR, (2020)Causal Regularization.. NeurIPS, page 12683-12693. (2019)Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations., , , and . CLeaR, volume 177 of Proceedings of Machine Learning Research, page 110-143. PMLR, (2022)Über den Zusammenhang zwischen thermodynamisch reversiblem, kryptograpisch seitenkanalfreiem sowie quantenkohärentem Rechnen.. GI Jahrestagung (1), volume P-67 of LNI, page 443. GI, (2005)Why did the distribution change?, , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 1666-1674. PMLR, (2021)