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Relating Graph Neural Networks to Structural Causal Models.

, , , и . CoRR, (2021)

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Statistical Relational Learning., и . Encyclopedia of Machine Learning and Data Mining, Springer, (2017)Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models, , , , , , и . Proceedings of ECML, (2010)Statistical Relational Artificial Intelligence: Logic, Probability, and Computation, , , и . Synthesis Lectures on Artificial Intelligence and Machine Learning Morgan & Claypool Publishers, (2016)Effectively creating weakly labeled training examples via approximate domain knowledge, , , , , и . Inductive Logic Programming, Springer, (2015)Using Commonsense Knowledge to Automatically Create (Noisy) Training Examples from Text, , , , , и . Statistical Relational Artificial Intelligence, Papers from the 2013 AAAI Workshop, Bellevue, Washington, USA, July 15, 2013, том WS-13-16 из AAAI Workshops, AAAI, (2013)Strong Regularities in Growth and Decline of Popularity of Social Media Services., и . CoRR, (2014)A Revised Publication Model for ECML PKDD, , , и . CoRR, (2012)Logical Hidden Markov Models, , и . CoRR, (2011)Faster Attend-Infer-Repeat with Tractable Probabilistic Models., , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 5966-5975. PMLR, (2019)Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures., , , , , , и . CoRR, (2019)