Latest Publications
Deep Clustering Self-Organizing Maps with Relevance Learning
H. R. Medeiros, P. H. M. Braga and H. F. Bassani
LatinX in AI Research Workshop at ICML 2020
Deep Categorization with Semi-Supervised Self-Organizing Maps
P. H. M. Braga, H. R. Medeiros and H. F. Bassani
2020, Proceedings of the International Joint Conference on Neural Networks (IJCNN)
Backpropagating the Unsupervised Error of Self-Organizing Maps to Deep Neural Networks
P. H. M. Braga, H. R. Medeiros and H. F. Bassani
LatinX in AI Research Workshop at NeurIPS 2019
Learning to Play Soccer by Reinforcement and Applying Sim-to-Real to Compete in the Real World
H. F. Bassani, R. A. Delgado, J. N. O. Lima Junior, H. R. Medeiros P. H. M. Braga and A. Tapp
LatinX in AI Research Workshop at NeurIPS 2019
A Semi-Supervised Self-Organizing Map with Adaptive Local Thresholds
P. H. M. Braga and H. F. Bassani
2019, Proceedings of the International Joint Conference on Neural Networks (IJCNN)
A Semi-Supervised Self-Organizing Map for Clustering and Classification
P. H. M. Braga and H. F. Bassani
2018, Proceedings of the International Joint Conference on Neural Networks (IJCNN)
Awards
Best Scientific Initiation Project in Exacts and Earth Sciences
2014
Universidade Católica de Pernambuco (UNICAP).
Education
PhD in Computer Science
2019 - Present
- Mila (Quebec AI Institue)
- École de technologie supérieure (ÉTS)
- Advised by Dr. Hansenclever Bassani and Dr. Samira Ebrahim-Kahou.
MSc in Computer Science
2017 - 2019
- MSc Thesis: Semi-Supervised Self-Organizing Maps with Time-Varying Structures for Clustering and Classification.
- MSc Presentation: PowerPoint Slides.
- Advised by Dr. Hansenclever Bassani.
- Awarded as the 3rd Best Masters Dissertations on AI in Brazil from 2018 to 2020.
- Bachelor of Computer Science with University Honors (Final Grade: 91.5) and an emphasis in Image Processing and Assistive Technologies.
- BSc Dissertarion: Desembaralhando: Um Aplicativo para a Intervenção no Problema do Espelhamento de Letras por Crianças Disléxicas.
- BSc Presentation: Slides.
- Advised by Dr. Francisco Madeiro.
- Co-Advised by Dra. Luciana Cidrim.
- A 5-course Specialization.
- Certificate | Code.
Academic Services
Program Committee
-
Black in AI Workshop at NeurIPS
2020 -
LatinX in AI Research Workshop at NeurIPS
2020 -
LatinX in AI Research Workshop at ICML
2020
Workshop Organizer
Conferences
Volunteering
-
LatinX in AI Research Workshop at NeurIps 2019 in Vancouver, Canada.2019