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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.
June 5, 2026
‘In the Age of Technology, It Is Interesting to Look into the Past and Think about What We Can Take from It
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.
June 5, 2026
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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Эффективный контракт в дошкольном образовании: стратегии развития, мотивация и стимулирование

Вопросы образования. 2017. № 4. С. 60–82.
Abankina I., Rodina N. V.

This article explores opportunities in using performance-based contracting as a tool for internal recruitment and a means of solving problems that preschool educational institutions face in their development. Kindergarten staff underwent little change for decades. Sociological surveys revealed the first shifts in the motivation of preschool teachers after some large-scale salary increase measures in education were undertaken. According to the Monitoring of Education Markets and Organizations, only 60% of preschool teachers wanted to continue working for their institutions in 2007–2011, while 40% felt like changing their jobs. In 2016, 78% of kindergarten teachers did not want to quit: they had new incentives and an interest in professional growth, their work had become more creative, and interest in work had come to the fore. The findings give reason for considering further support of the salary reform feasible in order to change the nature of preschool teaching as a strategic vector of development in this education sector. As the course of the preschool teacher salary reform has been analyzed and the major trends in changes in institutions that applied performance-based contracting in 2012–2016 have been identified, the conclusion is made that further implementation of performance-based contracts is possible provided that performance criteria recommended “from above” are specified wisely at the level of individual educational institutions and adjusted to kindergarten-specific development strategies. Personnel policies are becoming a resource in the transformation of preschool education content and its orientation towards the development of 21st-century skills.

Research target: Education
Priority areas: economics state and public administration
Language: Russian
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Keywords: оплата трудадошкольное образованиекритерии эффективностиэффективный контрактpreschool educationremuneration of laborperformance-based contractingmotivation of preschool teacherseffectiveness criteriaмотивация воспитателей
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