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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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Redistributive policy and redistribution preferences: the effects of the Moscow redevelopment program

Post-Soviet Affairs. 2024. Vol. 40. No. 3. P. 175–203.
Marques II I., Alexei Zakharov

How does inclusion in social policy programs strengthen individuals’ support for redistribution, and lead to spillovers in support for future social policy programs? We study a unique dataset of 1,300 Moscow residents to estimate the effect of participating in a government-sponsored redevelopment program on preferences for redistributive social policy. Our design exploits features of the program designed to foster institutional trust by engaging citizens in the policy design process. We report a positive effect: individuals in buildings slated for redevelopment are more likely to agree that the government should reduce income differences between rich and poor, provide for the unemployed, and provide public housing. Our findings suggest that increased trust in the government is a channel through which program participation affects redistribution preferences, show how programs can be used strategically to promote a redistributive agenda, and suggest a pathway for the co-persistence of redistribution preferences and redistributive state policies.

Research target: Economics and Management
Language: English
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Keywords: housing policypreferences for redistributionconsultation
Publication based on the results of:
Institutions and human capital as factors in crisis adaptation (2024)
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