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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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Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases


May 05, 2020
Henrique Lemos, Pedro Avelar, Marcelo Prates, Luís Lamb, Artur Garcez

* Under review: ICANN 2020 

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Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective


Mar 11, 2020
Luis Lamb, Artur Garcez, Marco Gori, Marcelo Prates, Pedro Avelar, Moshe Vardi

* Updated version 

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Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems


Mar 11, 2019
Henrique Lemos, Marcelo Prates, Pedro Avelar, Luis Lamb

* Under submission 

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