Edesio Alcobaça

PhD student, Universidade de São Paulo

Joined

January 2022

Names

Edesio Alcobaça (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

PhD student

Universidade de São Paulo (usp.br)

2018 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Exploring One Million Machine Learning Pipelines: A Benchmarking Study
Edesio Alcobaça, Andre Carlos Ponce de Leon Ferreira De Carvalho
- AutoML 2025 ABCD Track
- Readers: Everyone
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
MFE: Towards reproducible meta-feature extraction
Edesio Alcobaça, Felipe Siqueira, Adriano Rivolli, Luís Paulo F. Garcia, Jefferson Tales Oliva, André C. P. L. F. de Carvalho
- 2020 (modified: 12 Jan 2022)
- J. Mach. Learn. Res. 2020
- Readers: Everyone
Boosting meta-learning with simulated data complexity measures
Luís Paulo F. Garcia, Adriano Rivolli, Edesio Alcobaça, Ana Carolina Lorena, André C. P. L. F. de Carvalho
- 2020 (modified: 12 Jan 2022)
- Intell. Data Anal. 2020
- Readers: Everyone
Rethinking Default Values: a Low Cost and Efficient Strategy to Define Hyperparameters
Rafael Gomes Mantovani, André Luis Debiaso Rossi, Edesio Alcobaça, Jadson Castro Gertrudes, Sylvio Barbon Junior, André Carlos Ponce de Leon Ferreira de Carvalho
- 2020 (modified: 12 Jan 2022)
- CoRR 2020
- Readers: Everyone
A meta-learning recommender system for hyperparameter tuning: Predicting when tuning improves SVM classifiers
Rafael Gomes Mantovani, André L. D. Rossi, Edesio Alcobaça, Joaquin Vanschoren, André C. P. L. F. de Carvalho
- 2019 (modified: 24 Aug 2021)
- Inf. Sci. 2019
- Readers: Everyone
A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers
Rafael Gomes Mantovani, André Luis Debiaso Rossi, Edesio Alcobaça, Joaquin Vanschoren, André Carlos Ponce de Leon Ferreira de Carvalho
- 2019 (modified: 24 Aug 2021)
- CoRR 2019
- Readers: Everyone
Transfer Learning for Algorithm Recommendation
Gean Trindade Pereira, Moisés Rocha dos Santos, Edesio Alcobaça, Rafael Gomes Mantovani, André C. P. L. F. de Carvalho
- 2019 (modified: 12 Jan 2022)
- CoRR 2019
- Readers: Everyone
Dimensionality Reduction for the Algorithm Recommendation Problem
Edesio Alcobaça, Rafael Gomes Mantovani, André L. D. Rossi, André C. P. L. F. de Carvalho
- 2018 (modified: 12 Jan 2022)
- BRACIS 2018
- Readers: Everyone