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A Semantic Framework for Neural-Symbolic Computing


Dec 22, 2022
Simon Odense, Artur d'Avila Garcez

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Neural-Symbolic Integration for Interactive Learning and Conceptual Grounding


Jan 17, 2022
Benedikt Wagner, Artur d'Avila Garcez

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* 1st Workshop on Human and Machine Decisions (WHMD 2021), NeurIPS 2021 
* Corrected references 

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Logical Boltzmann Machines


Dec 10, 2021
Son N. Tran, Artur d'Avila Garcez

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* 15 pages, 5 figures, 2 tables 

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A Practical Tutorial on Explainable AI Techniques


Nov 13, 2021
Adrien Bennetot, Ivan Donadello, Ayoub El Qadi, Mauro Dragoni, Thomas Frossard, Benedikt Wagner, Anna Saranti, Silvia Tulli, Maria Trocan, Raja Chatila, Andreas Holzinger, Artur d'Avila Garcez, Natalia Díaz-Rodríguez

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Synthetic Data Generation for Fraud Detection using GANs


Sep 26, 2021
Charitos Charitou, Simo Dragicevic, Artur d'Avila Garcez

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* 8 pages 

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Counterfactual Instances Explain Little


Sep 20, 2021
Adam White, Artur d'Avila Garcez

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Contrastive Counterfactual Visual Explanations With Overdetermination


Jun 28, 2021
Adam White, Kwun Ho Ngan, James Phelan, Saman Sadeghi Afgeh, Kevin Ryan, Constantino Carlos Reyes-Aldasoro, Artur d'Avila Garcez

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Logic Tensor Networks


Jan 17, 2021
Samy Badreddine, Artur d'Avila Garcez, Luciano Serafini, Michael Spranger

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* 68 pages, 28 figures, 6 tables 

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