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June 5, 2026
Neural Network Maps as a Method for Constructing Mathematical Models
Scientists from HSE University–Nizhny Novgorod and the Institute of Physics Belgrade, Serbia, are jointly exploring the application of machine learning techniques and neural networks to the study of nonlinear dynamics. Natalya Stankevich, Leading Research Fellow at the Laboratory of Topological Methods in Dynamics of the Faculty of Informatics, Mathematics, and Computer Science at HSE University–Nizhny Novgorod, spoke to the HSE News Service about this international project.
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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.

 

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О некоторых особенностях контроллинга в малом бизнесе

С. 386 –390.
Shlyago N. N.

Small business is presented as an example where controlling without management exists. The results of a poll are presented that was targeted at revealing attitude of small businesses towards controlling and the related concepts. A number of suggestions on tools, that foster usage of controlling in small business is presented.

Language: Russian
Full text
Text on another site
Keywords: малый бизнессебестоимостьcostcontrollingконтроллингsmall businesseconomical expensesbreakevenstrategic factors of expensesэкономические затратыточка безубыточностистратегические факторы затрат

In book

Controlling in SMEs - Beyond Numbers Prague, April 25th, 2014, University of Finance and Administration Prague Proceedings of The International Conference
Controlling in SMEs - Beyond Numbers Prague, April 25th, 2014, University of Finance and Administration Prague Proceedings of The International Conference
Horvath P. Prague: Vysoka skola financni' a spravni, o.p.s., 2014.
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