Polina Tabakova decided to apply for a Philology degree at HSE in Nizhny Novgorod because she grew up in Mari El and did not want to move far away from the Russian forests. In an interview for the Young Scientists of HSE University project, she spoke about the genre of the campus novel, the existential drama of Kolobok, and a blackout version of Eugene Onegin.
Researchers from the AI and Digital Science Institute at the HSE Faculty of Computer Science have developed a new compression method for large language models such as GPT and LLaMA that reduces their size by 25–36% without additional training or significant loss of accuracy. This is the first approach to use mathematical transformations—specifically, rotations of model weights—to make models more amenable to compression with structured matrices. The study results have been published in ACL Findings 2025. The code is available on GitHub.
Zhukova L., Polyakov K., , in: Actual Problems of Systems and Software Engineering APSSE 2019 (Invited Papers).: Los Alamitos, Washington, Tokyo: IEEE Computer Society, 2019. P. 162–169.
Present research is devoted to the comparative analysis of the quality of classification for some methods of descriptive and predictive analytics in the case when most (or all) of independent variables are measured in quality scale with large amount of levels. In this case, some classification methods or their popular realizations calls for conversion of ...
Фрей Д. А., Костюченко П. А., Зубкова А. Г. et al., М.: Интехэнерго-Издат, Теплоэнергетик, 2015.
Основной причиной торможения деятельности по энергосбережению является недостаточная экономическая заинтересованность предприятий в её развитии. Это связано, в том числе, с отсутствием методического обеспечения для эффективного планирования этой деятельности. Коллективом авторов была поставлена цель разработки инструментария, позволяющего предприятию на этапе планирования энергосберегающих проектов и программ оптимизировать экономические результаты энергосбережения и повышения эффективности в рамках принятой им ...