Search Results for author: Alina Kostromina

Found 1 papers, 1 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

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