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Edesio Alcobaça

Orcid: 0000-0001-9175-8535

According to our database1, Edesio Alcobaça authored at least 7 papers between 2018 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2021
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification.
[BibTeX]
[DOI]
Adrian El Baz
,
Ihsan Ullah
,
Edesio Alcobaça
,
André C. P. L. F. de Carvalho
,
Hong Chen
,
Fabio Ferreira
,
Henry Gouk
,
Chaoyu Guan
,
Isabelle Guyon
,
Timothy M. Hospedales
,
Shell Hu
,
Mike Huisman
,
Frank Hutter
,
Zhengying Liu
,
Felix Mohr
,
Ekrem Öztürk
,
Jan N. van Rijn
,
Haozhe Sun
,
Xin Wang
,
Wenwu Zhu
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

2020
MFE: Towards reproducible meta-feature extraction.
[BibTeX]
[DOI]
Edesio Alcobaça
,
Felipe Siqueira
,
Adriano Rivolli
,
Luís Paulo F. Garcia
,
Jefferson Tales Oliva
,
André C. P. L. F. de Carvalho
J. Mach. Learn. Res., 2020

Boosting meta-learning with simulated data complexity measures.
[BibTeX]
[DOI]
Luís Paulo F. Garcia
,
Adriano Rivolli
,
Edesio Alcobaça
,
Ana Carolina Lorena
,
André C. P. L. F. de Carvalho
Intell. Data Anal., 2020

Rethinking Default Values: a Low Cost and Efficient Strategy to Define Hyperparameters.
[BibTeX]
[DOI]
Rafael Gomes Mantovani
,
André Luis Debiaso Rossi
,
Edesio Alcobaça
,
Jadson Castro Gertrudes
,
Sylvio Barbon Junior
,
André Carlos Ponce de Leon Ferreira de Carvalho
CoRR, 2020

2019
A meta-learning recommender system for hyperparameter tuning: Predicting when tuning improves SVM classifiers.
[BibTeX]
[DOI]
Rafael Gomes Mantovani
,
André L. D. Rossi
,
Edesio Alcobaça
,
Joaquin Vanschoren
,
André C. P. L. F. de Carvalho
Inf. Sci., 2019

Transfer Learning for Algorithm Recommendation.
[BibTeX]
[DOI]
Gean Trindade Pereira
,
Moisés Rocha dos Santos
,
Edesio Alcobaça
,
Rafael Gomes Mantovani
,
André C. P. L. F. de Carvalho
CoRR, 2019

2018
Dimensionality Reduction for the Algorithm Recommendation Problem.
[BibTeX]
[DOI]
Edesio Alcobaça
,
Rafael Gomes Mantovani
,
André L. D. Rossi
,
André C. P. L. F. de Carvalho
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018


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