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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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Performance Gaps, Peer Effects, and Comparative Behaviour: Empirical Evidence from Swedish Local Government

Statistics, Politics and Policy. 2019. Vol. 10. No. 1. P. 27–53.
Jaekel T.

Centralized inspections face scepticism among local public managers, and voluntary evaluations have become a popular complement. This study uses the Swedish local government benchmarking programme (Kommunens Kvalitet i Korthet) to investigate what correlates with partaking in a benchmarking exercise empirically. This study finds evidence for temporal and spatial clustering: participants cluster geographically at an early stage of the exercise, new entrants tended to attach to existing clusters of participants rather than forming new clusters themselves. From event history analyses this study also finds that the proportion of participants among direct neighbours increases the conditional probability of entering the exercise. This suggests that public managers and local councils mimic the behaviour from nearby councils when it comes to the use of performance evaluations.

Priority areas: state and public administration
Language: English
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Keywords: Swedenpublic managementbenchmarkinglocal governmentevent history analysis
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