SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems

1 code implementation • 23 Nov 2022 • Leonid Iosipoi, Anton Vakhrushev

We are interested in its application to multioutput problems when the output is highly multidimensional.

LightAutoML: AutoML Solution for a Large Financial Services Ecosystem

3 code implementations • 3 Sep 2021 • Anton Vakhrushev, Alexander Ryzhkov, Maxim Savchenko, Dmitry Simakov, Rinchin Damdinov, Alexander Tuzhilin

We present an AutoML system called LightAutoML developed for a large European financial services company and its ecosystem satisfying the set of idiosyncratic requirements that this ecosystem has for AutoML solutions.

AutoML