Marcelo O. R. Prates

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 21

Top Topics

Centrality Measures

Graph Colouring

Multitask Learning

Top Venues

Publications

Luís C. Lamb, Artur S. d'Avila Garcez, Marco Gori, Marcelo O. R. Prates, Pedro H. C. Avelar, Moshe Y. Vardi
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective. CoRR (2020)
Henrique Lemos, Pedro H. C. Avelar, Marcelo O. R. Prates, Luís C. Lamb, Artur S. d'Avila Garcez
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases. CoRR (2020)
Luís C. Lamb, Artur S. d'Avila Garcez, Marco Gori, Marcelo O. R. Prates, Pedro H. C. Avelar, Moshe Y. Vardi
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective. IJCAI (2020)
Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
Assessing gender bias in machine translation: a case study with Google Translate. Neural Comput. Appl. 32 (10) (2020)
Henrique Lemos, Pedro H. C. Avelar, Marcelo O. R. Prates, Artur d'Avila Garcez, Luís C. Lamb
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases. ICANN (1) (2020)
Marcelo O. R. Prates, Pedro H. C. Avelar, Henrique Lemos, Luís C. Lamb, Moshe Y. Vardi
Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP. AAAI (2019)
Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Luís da Cunha Lamb
Multitask Learning on Graph Neural Networks: Learning Multiple Graph Centrality Measures with a Unified Network. ICANN (Workshop) (2019)
Alexandre Salle, Marcelo O. R. Prates
Think Again Networks and the Delta Loss. CoRR (2019)
Henrique Lemos, Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems. ICTAI (2019)
Henrique Lemos, Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems. CoRR (2019)
Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Marco Gori, Luís C. Lamb
Typed Graph Networks. CoRR (2019)
Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Luís C. Lamb
Multitask Learning on Graph Neural Networks - Learning Multiple Graph Centrality Measures with a Unified Network. CoRR (2018)
Felipe Zilio, Marcelo O. R. Prates, Luís C. Lamb
Neural Networks Models for Analyzing Magic: the Gathering Cards. CoRR (2018)
Felipe Zilio, Marcelo O. R. Prates, Luís C. Lamb
Neural Networks Models for Analyzing Magic: The Gathering Cards. ICONIP (2) (2018)
Marcelo O. R. Prates, Luís C. Lamb
Problem Solving at the Edge of Chaos: Entropy, Puzzles and the Sudoku Freezing Transition. CoRR (2018)
Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
On Quantifying and Understanding the Role of Ethics in AI Research: A Historical Account of Flagship Conferences and Journals. CoRR (2018)
Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
Assessing Gender Bias in Machine Translation - A Case Study with Google Translate. CoRR (2018)
Marcelo O. R. Prates, Pedro H. C. Avelar, Henrique Lemos, Luís C. Lamb, Moshe Y. Vardi
Learning to Solve NP-Complete Problems - A Graph Neural Network for the Decision TSP. CoRR (2018)
Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
On Quantifying and Understanding the Role of Ethics in AI Research: A Historical Account of Flagship Conferences and Journals. GCAI (2018)
Marcelo O. R. Prates, Luís C. Lamb
Problem Solving at the Edge of Chaos: Entropy, Puzzles and the Sudoku Freezing Transition. ICTAI (2018)
Diego Noble, Marcelo O. R. Prates, Daniel Bossle, Luís C. Lamb
Collaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency. AAAI (2015)
Lucas M. Tabajara, Marcelo O. R. Prates, Diego Noble, Luís C. Lamb
Leveraging Collaboration: A Methodology for the Design of Social Problem-Solving Systems. HCOMP (2013)