Alina Kostromina

According to our database, Alina Kostromina authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

LLMTabBench: Evaluating LLMs on Binary Tabular Classification From Zero to Few Shots.

Daria Grushina, Kseniia Kuvshinova, Alina Kostromina, Aziz Temirkhanov, Mile Mitrovic, Dmitry Simakov

CoRR, May, 2026

2025

Lightweight error mitigation strategies for post-training N:M activation sparsity in LLMs.

Shirin Alanova, Kristina Kazistova, Ekaterina Galaeva, Alina Kostromina, Vladimir Smirnov, Dmitry Redko, Alexey Dontsov, Maxim Zhelnin, Evgeny Burnaev, Egor Shvetsov

CoRR, September, 2025

Tsururu: A Python-based Time Series Forecasting Strategies Library.

Alina Kostromina, Kseniia Kuvshinova, Aleksandr Yugay, Andrey V. Savchenko, Dmitry Simakov

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

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

Kseniia Kuvshinova, Olga Tsymboi, Alina Kostromina, Dmitry Simakov, Elizaveta Kovtun

CoRR, 2024

A Large-Scale Empirical Study of Aligned Time Series Forecasting.

Polina Pilyugina, Svetlana Medvedeva, Kirill Mosievich, Ilya Trofimov, Alina Kostromina, Dmitry Simakov, Evgeny Burnaev

IEEE Access, 2024