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

E.T.-RNN: Applying Deep Learning to Credit Loan Applications

1 code implementation • 6 Nov 2019 • Dmitrii Babaev, Maxim Savchenko, Alexander Tuzhilin, Dmitrii Umerenkov

In this paper we present a novel approach to credit scoring of retail customers in the banking industry based on deep learning methods.