Pedro H. C. Avelar | DeepAI

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Featured Co-authors

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Marcelo O. R. Prates
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Thiago L. T. da Silveira
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Pedro Foletto Pimenta
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∙ 04/19/2023

Solving the Kidney-Exchange Problem via Graph Neural Networks with No Supervision

This paper introduces a new learning-based approach for approximately so...

0 Pedro Foletto Pimenta, et al. ∙

∙ 07/26/2021

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

Recently, the use of sound measures and metrics in Artificial Intelligen...

0 Pedro H. C. Avelar, et al. ∙

∙ 02/13/2020

Superpixel Image Classification with Graph Attention Networks

This document reports the use of Graph Attention Networks for classifyin...

23 Pedro H. C. Avelar, et al. ∙

∙ 11/21/2019

Discrete and Continuous Deep Residual Learning Over Graphs

In this paper we propose the use of continuous residual modules for grap...

0 Pedro H. C. Avelar, et al. ∙

∙ 09/11/2018

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

The application of deep learning to symbolic domains remains an active r...

0 Pedro H. C. Avelar, et al. ∙

∙ 09/08/2018

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

Graph Neural Networks (GNN) are a promising technique for bridging diffe...

0 Marcelo O. R. Prates, et al. ∙

∙ 09/08/2018

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

Graph Neural Networks (GNN) are a promising technique for bridging diffe...

0 Marcelo O. R. Prates, et al. ∙

∙ 09/06/2018

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

Recently there has been a growing concern about machine bias, where trai...

0 Marcelo O. R. Prates, et al. ∙

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