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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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The effects of job-related training on the sense of control of male and female workers in Russia

International Journal of Lifelong Education. 2020. Vol. 39. No. 2. P. 139–153.
Karmaeva N., Zakharov A.

Using data from the Russian Longitudinal Monitoring Study – Higher School of Economics (RLMS), we estimate the relationship between the sense of control, measured as the belief that one has control over one’s important future life circumstances and job-related training for women and men in a transitional context. We test the theory of alternative resources and the critical approaches in the analysis of the role of gender in individual outcomes from training. We show that while job-related training is associated with higher sense of control (measured using Pearlin Mastery Scale), its effect varies by gender and therefore, its absolute value is limited. We conclude that job-related training exacerbates the existing differences in the sense of control between women and men in Russia, which can potentially have prolonged, negative effects on the wider outcomes of women in the labour market.

Research target: Education Economics and Management Sociology (including Demography and Anthropology
Priority areas: economics sociology humanitarian
Language: English
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DOI
Text on another site
Keywords: gendertransitional economypropensity score matchingjob-related trainingsense of control
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