Search Results for author: Kseniia Kuvshinova

Found 2 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

Sparse and Transferable Universal Singular Vectors Attack

no code implementations25 Jan 2024 Kseniia Kuvshinova, Olga Tsymboi, Ivan Oseledets

The research in the field of adversarial attacks and models' vulnerability is one of the fundamental directions in modern machine learning.

Adversarial Attack

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