Luis Paulo Faina Garcia

Associate Professor, University of Brasília

Joined

May 2021

Names

Luis Paulo Faina Garcia (Preferred)

Emails

****@unb.br (Confirmed)

Personal Links

Career & Education History

Associate Professor

University of Brasília (unb.br)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

MFE: Towards reproducible meta-feature extraction
Edesio Alcobaça, Felipe Siqueira, Adriano Rivolli, Luis Paulo Faina Garcia, Jefferson T. Oliva, Andre Carlos Ponce de Leon Ferreira De Carvalho
- Published: 17 May 2023, Last Modified: 17 May 2023
- AutoML-Conf 2022 (Journal Track)
- Readers: Everyone
New label noise injection methods for the evaluation of noise filters
Luis Paulo Faina Garcia, Jens Lehmann, Andre Carlos Ponce de Leon Ferreira De Carvalho, Ana Carolina Lorena
- 07 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
How Complex Is Your Classification Problem?: A Survey on Measuring Classification Complexity
Ana Carolina Lorena, Luis Paulo Faina Garcia, Jens Lehmann, Marcílio de Souto, Tin Kam Ho
- 07 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Boosting meta-learning with simulated data complexity measures
Luis Paulo Faina Garcia, Adriano Rivolli, Edesio Alcobaça, Ana Carolina Lorena, Andre Carlos Ponce de Leon Ferreira De Carvalho
- 07 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Assessing the data complexity of imbalanced datasets
Victor Hugo Barella, Luis Paulo Faina Garcia, Marcilio Carlos Pereira de Souto, Ana Carolina Lorena, Andre Carlos Ponce de Leon Ferreira De Carvalho
- 07 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors