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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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Geopolitical games in Eurasian regionalism: ideational interactions and regional international organisations

P. 4–28.
Vladimir S. Izotov, Obydenkova A.

This book builds on theory of authoritarian regionalism and is the first attempt to analyse the interaction of authoritarian regional organizations in Eurasia with their global and regional counterparts (NATO, EU, WTO, IMF etc.). It analyses three decades of the development of post-Soviet regional organizations prior to the tectonic geopolitical and security changes of 2022.

Eurasian regional organizations created by Russia have been frequently perceived as attempts to establish ‘alternatives’ to the global governance institutions and to compete with other regional organizations like, for example, the European Union (EU). They are seen as a pronounced example of ‘authoritarian regionalism’, i.e., regional organizations established by non-democracies. The way they interact with global and regional institutions has, however, remained understudied. This book aims to close this gap. It places Eurasia within a global context and considers similar trends world-wide as well as outlines the agenda for future studies of global versus regional governance. The book sheds light on long-term strategies of Russia in Eurasia, in global economy and in world politics, and on the interaction between Russia and other post-Soviet states.

Language: English
DOI
Text on another site
Keywords: global governanceевразийская интеграцияeurasian integrationГлобалистикамеждународная политическая экономияInternational Political EconomyИнтеграционные процессы в Евразии

In book

Global Governance and Interaction between International Institutions. Eurasian International Organizations in the World Politics and Economy
Global Governance and Interaction between International Institutions. Eurasian International Organizations in the World Politics and Economy
Routledge, 2024.
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