Amauri H. Souza

Simplifying Graph Convolutional Networks

Felix Wu, Tianyi Zhang, Amauri H. Souza et al. · arXiv (Cornell University) · 2019 · 1.2K citations · Full text

Geometric Learning, Convolutional Neural Network, Graph Neural Network +14

Simplifying Graph Convolutional Networks

Felix Wu, Amauri H. Souza, Tianyi Zhang et al. · International Conference on Machine Learning · 2019 · 351 citations

Graph Neural Network, Network Science, Graph Theory +8

Euclidean distance estimation in incomplete datasets

Diego Mesquita, João P. P. Gomes, Amauri H. Souza et al. · Neurocomputing · 2017 · 107 citations

Euclidean Distance Estimation, Engineering, High-dimensional Method +7

Minimal Learning Machine: A novel supervised distance-based approach for regression and classification

Amauri H. Souza, Francesco Corona, Guilherme A. Barreto et al. · Neurocomputing · 2015 · 69 citations

Data Classification, Classification Method, Engineering +10

Rethinking pooling in graph neural networks

Diego Mesquita, Amauri H. Souza, Samuel Kaski · arXiv (Cornell University) · 2020 · 40 citations · Full text

Geometric Learning, Convolutional Neural Network, Graph Neural Networks +12