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Measuring Ethics in AI with AI: A Methodology and Dataset Construction


Jul 26, 2021
Pedro H. C. Avelar, Rafael B. Audibert, Anderson R. Tavares, Luís C. Lamb


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Superpixel Image Classification with Graph Attention Networks


Feb 13, 2020
Pedro H. C. Avelar, Anderson R. Tavares, Thiago L. T. da Silveira, Cláudio R. Jung, Luís C. Lamb


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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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Typed Graph Networks


Feb 05, 2019
Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Marco Gori, Luis Lamb

* Under submission 

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Assessing Gender Bias in Machine Translation -- A Case Study with Google Translate


Nov 05, 2018
Marcelo O. R. Prates, Pedro H. C. Avelar, Luis Lamb

* Under submission; 31 pages, 13 figures, 12 tables 

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Learning to Solve NP-Complete Problems - A Graph Neural Network for the Decision TSP


Oct 31, 2018
Marcelo O. R. Prates, Pedro H. C. Avelar, Henrique Lemos, Luis Lamb, Moshe Vardi

* Accepted for presentation at AAAI 2019 

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Multitask Learning on Graph Neural Networks - Learning Multiple Graph Centrality Measures with a Unified Network


Oct 03, 2018
Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Luis Lamb

* Under submission to AAAI 2019. 8 pages, 6 figures and 4 tables 

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