Benchmarking AutoML algorithms on a collection of synthetic classification problems

1 code implementation • 6 Dec 2022 • Pedro Henrique Ribeiro, Patryk Orzechowski, Joost Wagenaar, Jason H. Moore

Automated machine learning (AutoML) algorithms have grown in popularity due to their high performance and flexibility to adapt to different problems and data sets.

AutoML Benchmarking

Applying Autonomous Hybrid Agent-based Computing to Difficult Optimization Problems

no code implementations • 24 Oct 2022 • Mateusz Godzik, Jacek Dajda, Marek Kisiel-Dorohinicki, Aleksander Byrski, Leszek Rutkowski, Patryk Orzechowski, Joost Wagenaar, Jason H. Moore

The discussed modifications are evaluated based on a number of difficult continuous-optimization benchmarks.