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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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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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Очная ставка в средневековых правовых сводах

Российский юридический журнал. 2025. № 1(160). С. 171–181.
Loshkareva M. E., Рязанов П. А.

Confrontation and oath are the oldest types of evidence in criminal proceedings. The legal texts of the European Middle Ages often mention the procedure of finding an unscrupulous purchaser of stolen property through a series of confrontations. The dichotomy of confrontation and oath is a direct consequence of the requirement of good faith in concluding a transaction, namely compliance with the form of the contract and fulfilment of obligations. In Slavic legal systems this procedure was called “svod”. The article is devoted to the analysis of norms about the svod, present in the texts of barbarian codes, Russian Pravda and other Slavic judicial texts, Scandinavian and British monuments of law. Especially interesting is the textual similarity of Russian sources with Scandinavian and Welsh sources in the part of conducting the process only up to the third seller, which on the one hand is difficult to explain by mere coincidence, and on the other hand it seems impossible to assert the fact of borrowing. The similarity of the customs might be the result of the manifestation of features inherent in medieval legislation: pragmatism and symbolism. The procedure was not supposed to be endless, especially when going beyond the judicial district’ borders, but it had to acquire a symbolic completion. 

Research target: Law History and Archeology
Language: Russian
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Keywords: добросовестностьочная ставкаsymbolismconfrontationсудебный процессtheftкража символизмgood faithjudicial processmedieval legal codesсредневековые правовые своды
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