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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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Law and Economics, Judicial Pragmatism and Their Limits on Both Sides of the Atlantic

Review of Central and East European Law. 2017. Vol. 42. P. 73–94.
Antonov M., Posner R. A., Gadzhiev G. A.

The paper analyzes the key ideas of Justice Gadzhiev and Judge Posner on legal methodology and tasks in legal education. These ideas are considered in the context of two recent books by these authors. Both books appeared in 2016 and both question certain principal dimensions of pragmatism in the law, to which both Gadzhiev and Posner are subscribed. This review essay examines the links between the respective ideas of these two authors on methods of legal research, on judicial process and on teaching law, in addition to providing an overview of the intellectual culture of the us and Russian legal orders. 

Priority areas: law humanitarian
Language: English
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Keywords: legal realismeconomical analysis of lawmethodology of legal studies
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