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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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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.
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HSE Scientists Develop Method to Compress Large Language Models Without Losing Quality
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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Априорные конститутивные и регулятивные принципы в теории опыта Э. Кассирера и Х. Рейхенбаха

С. 691–695.
Shamarina E.

Kant's philosophy of human experience and knowledge is based on fundamental distinctions. The most important of these are the distinction between the faculty of sensory intuition and the faculty of understanding, and the distinction between the constitutive a priori principles of understanding and the regulative a priori principles of reason. In the late 19th and early 20th centuries, with the development of mathematical knowledge and the evolution of physical theories, neo-Kantians refuse to derive scientific theoretical structures by a priori methods. In their conceptions, the constitutive principles are determined by analyzing the accepted theories of physics. They limit themselves to the historical replacement of one theoretical structure by another for the rational justification of theories of experience. They focus on how theoretical structures shape the objects and processes of theory. The article will introduce Ernst Cassirer's «functional concept of knowledge» and the young Hans Reichenbach's «coordination principles», which were responses to the challenge of Albert Einstein's Theory of Relativity around 1920.

Language: Russian
Full text
Keywords: принципыprinciplesa prioriCassirerКассирер a prioriReichenbachtheory of experienceРейхенбахтеория опыта

In book

Революция и эволюция: модели развития в науке, культуре, социуме: Труды V Международной научной конференции
М.: Русское общество истории и философии науки, 2025.
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