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Learning Abstract Task Representations

Jan 28, 2021
Mikhail M. Meskhi, Adriano Rivolli, Rafael G. Mantovani, Ricardo Vilalta

* AAAI Workshop on Meta-Learning 2021 

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An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version)

Sep 16, 2020
Márcio P. Basgalupp, Rodrigo C. Barros, Alex G. C. de Sá, Gisele L. Pappa, Rafael G. Mantovani, André C. P. L. F. de Carvalho, Alex A. Freitas

* Accepted at Evolutionary Intelligence 

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OpenML Benchmarking Suites and the OpenML100

Aug 11, 2017
Bernd Bischl, Giuseppe Casalicchio, Matthias Feurer, Frank Hutter, Michel Lang, Rafael G. Mantovani, Jan N. van Rijn, Joaquin Vanschoren

* Submitted to MLOSS 

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