Search Results for author: Dmitry Simakov

Found 2 papers, 2 papers with code

Towards Foundation Time Series Model: To Synthesize Or Not To Synthesize?

1 code implementation4 Mar 2024 Kseniia Kuvshinova, Olga Tsymboi, Alina Kostromina, Dmitry Simakov, Elizaveta Kovtun

In this work, we consider the essential question if it is advantageous to train a foundation model on synthetic data or it is better to utilize only a limited number of real-life examples.

Time Series

LightAutoML: AutoML Solution for a Large Financial Services Ecosystem

3 code implementations3 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

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