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Neurosymbolic AI: The 3rd Wave

Dec 16, 2020
Artur d'Avila Garcez, Luis C. Lamb

* 37 pages 

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Understanding Boolean Function Learnability on Deep Neural Networks

Sep 13, 2020
Anderson R. Tavares, Pedro Avelar, João M. Flach, Marcio Nicolau, Luis C. Lamb, Moshe Vardi

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Discrete and Continuous Deep Residual Learning Over Graphs

Nov 26, 2019
Pedro H. C. Avelar, Anderson R. Tavares, Marco Gori, Luis C. Lamb

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Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning

May 15, 2019
Artur d'Avila Garcez, Marco Gori, Luis C. Lamb, Luciano Serafini, Michael Spranger, Son N. Tran

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Machine Learning in Network Centrality Measures: Tutorial and Outlook

Oct 28, 2018
Felipe Grando, Lisando Z. Granville, Luis C. Lamb

* ACM Comput. Surv. 51, 5, Article 102 (October 2018), 32 pages 
* 7 tables, 9 figures, version accepted at ACM Computing Surveys. 

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Neural-Symbolic Learning and Reasoning: A Survey and Interpretation

Nov 10, 2017
Tarek R. Besold, Artur d'Avila Garcez, Sebastian Bader, Howard Bowman, Pedro Domingos, Pascal Hitzler, Kai-Uwe Kuehnberger, Luis C. Lamb, Daniel Lowd, Priscila Machado Vieira Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon, Gerson Zaverucha

* 58 pages, work in progress 

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