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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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Global Versus National Income Inequalities and Their Impact on Global Governance

Ch. 13. P. 201–220.
Dabrowski M.

The debate on the increasing income and wealth inequalities in the USA and some other advanced economies often disregards the opposite trend, i.e. decreasing income inequalities between individuals throughout the entire world. The purpose of this chapter is to examine the potential trade-off between both trends and the role of globalisation in such a trade-off. Another important question relates to the impact of this trade-off on global governance. On the one hand, catch-up growth in emerging-market economies and the resulting decrease in global inequality can help reduce the economic and social sources of political conflicts and tensions between countries and enable their cooperation on various issues such as trade, environment, climate change, health, fighting terrorism, managing migration and many others. On the other hand, growing income inequalities within advanced economies can undermine the existing global political and economic order and boost protectionism and nationalistic egoism in many areas.

Language: English
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Keywords: globalisationglobal governanceincome inequalitycatching up growthglobal inequality

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Global Governance in Transformation Challenges for International Cooperation
Springer, 2020.
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