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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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‘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.
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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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On Mini-Publics in Deliberative Democracies: Inefficient Instrument or Arendt’s “Oasis of Freedom”?

Russian Sociological Review. 2018. Vol. 17. No. 4. P. 103–116.
Shablinsky A.

According to the standard of legitimacy provided by di erent theorists of deliberative de- mocracy, a collective decision could be de ned as legitimate if it is rendered in accordance with a collective deliberative procedure by citizens who will be subject to this decision. In the beginning of the noughties, deliberationists became more concerned with the implementa- tion of this ideal so that citizens could have more possibilities to take part in deliberative collective decision-making. One of the institutions which were thought to better involve citi- zens in deliberative decision-making and to ensure the legitimacy of outcomes were mini- publics. Mini-publics are deliberative forums composed of lay citizens who communicate about questions of the political agenda. However, using mini-publics can eventually lead to situations when citizens are “bypassed” in the process of collective decision-making. So, in our article, rstly, we will brie y discuss the standard of legitimacy provided by the theorists of deliberative democracy and the concept of mini-publics. Secondly, we will analyze how us- ing mini-publics can lead to the exclusion of citizens from the process of collective deliberative decision-making. Finally, we will consider how Arendt’s theory of councils can be used to transform the concept of mini-publics so these institutions will lead not to a “bypassing” of the people, but to the more inclusive process of collective deliberative decision-making.

Research target: Political Science, International Relations, and Public Administration Philosophy, Ethics, and Religious Studies Sociology (including Demography and Anthropology
Priority areas: sociology humanitarian
Language: English
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Text on another site
Keywords: советыполитическое участиеparticipationлегитимностьlegitimacyХанна Арендтdeliberative democracyделиберативная демократияHannah Arendtmini-publicscouncilsмини-публики
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