Amauri H. Souza

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Delaunay Triangulations

Robust Statistics

Top Venues

Publications

Tiago da Silva, Luiz Max Carvalho, Amauri H. Souza, Samuel Kaski, Diego Mesquita
Embarrassingly Parallel GFlowNets. CoRR (2024)
Yogesh Verma, Amauri H. Souza, Vikas Garg
Topological Neural Networks go Persistent, Equivariant, and Continuous. CoRR (2024)
Erik Nascimento, Diego Mesquita, Samuel Kaski, Amauri H. Souza
In-n-Out: Calibrating Graph Neural Networks for Link Prediction. CoRR (2024)
Johanna Immonen, Amauri H. Souza, Vikas Garg
Going beyond persistent homology using persistent homology. NeurIPS (2023)
Johanna Immonen, Amauri H. Souza, Vikas Garg
Going beyond persistent homology using persistent homology. CoRR (2023)
Daolang Huang, Ayush Bharti, Amauri H. Souza, Luigi Acerbi, Samuel Kaski
Learning Robust Statistics for Simulation-based Inference under Model Misspecification. CoRR (2023)
Daolang Huang, Ayush Bharti, Amauri H. Souza, Luigi Acerbi, Samuel Kaski
Learning Robust Statistics for Simulation-based Inference under Model Misspecification. NeurIPS (2023)
Tamara A. Pereira, Erik Nasciment, Lucas E. Resck, Diego Mesquita, Amauri H. Souza
Distill n' Explain: explaining graph neural networks using simple surrogates. CoRR (2023)
Rômulo B. P. Drumond, Renan F. Albuquerque, Guilherme A. Barreto, Amauri H. Souza
Pattern classification based on regional models. Appl. Soft Comput. 129 (2022)
Amauri H. Souza, Diego Mesquita, Samuel Kaski, Vikas Garg
Provably expressive temporal graph networks. CoRR (2022)
Amauri H. Souza, Diego Mesquita, Samuel Kaski, Vikas Garg
Provably expressive temporal graph networks. NeurIPS (2022)
Tamara A. Pereira, Erik Jhones F. do Nascimento, Diego Mesquita, Amauri H. Souza
ConveXplainer for Graph Neural Networks. BRACIS (2) (2022)
Erik Jhones F. do Nascimento, Tassiana M. Castro, Ana Carolina S. Abreu, Filipe A. Lira, Amauri H. Souza
Procedural Generation of Isometric Racetracks Using Chain Code for Racing Games. SBGames (2021)
Erik Jhones F. do Nascimento, Amauri H. Souza, Diego Mesquita
Improving Graph Variational Autoencoders with Multi-Hop Simple Convolutions. ESANN (2021)