Amauri Holanda De Souza Junior
Postdoctoral Researcher
Postdoctoral Researcher
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Contact information
Email
[email protected]
Research groups
- Probabilistic Machine Learning, Postdoctoral Researcher
- Professorship Kaski Samuel, Postdoctoral Researcher
Publications
Learning Robust Statistics for Simulation-based Inference under Model Misspecification
Daolang Huang, Ayush Bharti, Amauri Holanda De Souza Junior, Luigi Acerbi, Samuel Kaski
2023
Distill n' Explain
Tamara Pereira, Erik Nascimento, Lucas E. Resck, Diego Mesquita, Amauri Souza
2023
Proceedings of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS) 2023
Provably expressive temporal graph networks
Amauri H. Souza, Diego Mesquita, Samuel Kaski, Vikas Garg
2022
Advances in Neural Information Processing Systems 35 (NeurIPS 2022)
Improving Graph Variational Autoencoders with Multi-Hop Simple Convolutions
Erik Jhones F. do Nascimento, Amauri H. Souza, Diego Mesquita
2021
ESANN 2021 Proceedings - 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Rethinking pooling in graph neural networks
Diego Mesquita, Amauri Souza, Samuel Kaski
2020
Advances in Neural Information Processing Systems 33 pre-proceedings (NeurIPS 2020)
Gaussian kernels for incomplete data
Diego P.P. Mesquita, João P.P. Gomes, Francesco Corona, Amauri H. Souza Junior, Juvêncio S. Nobre
2019
Applied Soft Computing Journal
Supervised Distance Preserving Projections: Applications in the quantitative analysis of diesel fuels and light cycle oils from NIR spectra
Francesco Corona, Zhanxing Zhu, Amauri Holanda de Souza Junior, Michela Mulas, Emanuela Muru, Lorenzo Sassu, Guilherme Barreto, Roberto Baratti
2015
Journal of Process Control
Minimal Learning Machine: A novel supervised distance-based approach for regression and classification
Amauri Holanda de Souza Junior, F. Corona, Guilherme A. Barreto, Y. Miche, A. Lendasse
2015
Neurocomputing
Regional models: A new approach for nonlinear system identification via clustering of the self-organizing map
Amauri H. Souza Junior, Guilherme A. Barreto, Francesco Corona
2015
Neurocomputing
Spectroscopic monitoring of diesel fuels using the Supervised Distance Preserving Projection
Francesco Corona, Zhanxing Zhu, Amauri Holanda de Souza Junior, Michela Mulas, Roberto Baratti
2013
IFAC-DYCOPS 2013 Tenth International Symposium on Dynamics and Control of Process Systems, Mumbai (India), 18-20 December 2013