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News
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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Социальные аспекты управления профессиональным развитием государственных служащих Федеральной налоговой службы России: результаты эмпирического исследования

Вестник Санкт-Петербургского университета. Серия 8. Менеджмент. 2016. № 3. С. 82–106.
Strekalova N. D., Рогова Г. И.

This article focuses on professionalism and professional development of public service employees (civil ones). The goal of the study was to examine professional motivation of these employees and to carry out an empirical study of professional attitudes of Federal Tax Service (FTS) executives in the Russian Federation. Sociological approach (based on management sociology) and concepts of new public management, public service motivation and achievement motivation were used in the study. It is shown that professionalism of the employees is formed by virtue of their professional attitudes and professional achievements motivation. It is emphasized in management, that it is necessary to find out and take into consideration professional attitudes defining an employee’s willingness to professional development, and efforts he/she applies. The study reveals the structure and main types of professional attitudes of managers — Federal Tax Service executives in Russia. The results of gender analysis of the professional attitudes of the managers are presented as well.

            The formal survey method (Work Test) was used to identify professional attitudes of the heads of tax offices. The survey involved 90 heads of tax offices from different regions of Russia. It was found out that the dominating attitudes in the structure of professional attitudes of the heads of tax offices are those aimed at professional and qualification development and creative type of work. The dominating type of the executives surveyed is that of "experts-creators", which means a strong focus on professional development, creative type of work, as well as internal work motivation. The research did not confirm the hypothesis that the attitudes of the career growth and algorithmic type of work (doers) dominate in the structure of professional attitudes of the tax office executives. The gender analysis of the data obtained showed that female executives dominate among tax offices executives. Selective data do not give grounds to reject the hypothesis that female heads are more focused on professional and qualification development and creative type of work than male ones; however, this dependence is not of any significance. Recommendations of how to implement the obtained results for human resource professionals of the Federal Tax Service in Russia are offered. The study contributes to the development of new public management, public service motivation, (issues of public service employees’ professional development motivation and management), as well as to the testing of the method of finding out professional attitudes of the employees indicated. The study is of practical significance for strategic planning and management of public service employees’ professional development and implementation of the Concept of Personnel Policy of the Federal Tax Service of the Russian Federation.

Research target: Economics and Management
Priority areas: management state and public administration
Language: Russian
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Keywords: профессиональное развитиепрофессионализммотивация профессионального развития кадровпрофессиональные установкиуправление профессиональным развитиемФедеральная налоговая служба России
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