Edesio Alcobaça

Dimensionality Reduction for the Algorithm Recommendation Problem

André Carlos Ponce de Leon Ferreira de Carvalho, Edesio Alcobaça, Rafael Gomes Mantovani, 2018, 2018 7th Brazilian Conference on Intelligent Systems (BRACIS).

Boosting meta-learning with simulated data complexity measures

André Carlos Ponce de Leon Ferreira de Carvalho, Edesio Alcobaça, Adriano Rivolli, 2020, Intell. Data Anal..

Transfer Learning for Algorithm Recommendation pdf

André Carlos Ponce de Leon Ferreira de Carvalho, Edesio Alcobaça, Rafael Gomes Mantovani, 2019, ArXiv.

Rethinking Default Values: a Low Cost and Efficient Strategy to Define Hyperparameters pdf

André Carlos Ponce de Leon Ferreira de Carvalho, Sylvio Barbon Junior, Edesio Alcobaça, 2020, ArXiv.

MFE: Towards reproducible meta-feature extraction

Edesio Alcobaça, Adriano Rivolli, Jefferson Tales Oliva, 2020, J. Mach. Learn. Res..

A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers

André Carlos Ponce de Leon Ferreira de Carvalho, Edesio Alcobaça, Rafael Gomes Mantovani, 2019, Inf. Sci..