Improvement of Computational Performance of Evolutionary AutoML in a Heterogeneous Environment

Nikolay O. Nikitin, Sergey Teryoshkin, Valerii Pokrovskii +2

Resource-intensive computations are a major factor that limits the effectiveness of automated machine learning solutions. In the paper, we propose a modular approach that can be us…