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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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June 5, 2026
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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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Price Distortions and Municipal Bonds Premiums: Evidence from Switzerland

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Vukovic D., Moinak M.

This paper examines the pricing of municipal bonds before and after a currency shock in Switzerland. This study finds that the currency price distortions of the Swiss franc in January 2015 made long run changes in the composition of the municipal bond spreads. Two approaches are used to decompose the municipal bonds to treasuries spreads into liquidity, maturity and default risk premiums. The results of this study leads to conclude that in Switzerland, the default risk premium, that accounted to 34.59% of the spread before the shock, has increased 23.56%, and still counting to 28.07% of the now wider spread after the currency shock of 2015. This research contributes to the understanding of municipal bond pricing by showing that default risk accounts for a large portion of the municipal bond spread, while maturity risk plays a lesser role.

Language: English
Text on another site
Keywords: municipal bondsrisk premiumsbond yield spreadsprice distortions

In book

Proceedings of International Analytics for Management And Economics Conference, HSE University - Saint Petersburg, September - December, 2020
Fokeev M., Филинов-Чернышев Н. Б. * Airlines values proposition: post COVID-19 changes and passengers perceived level of service differentiation. , St. Petersburg School of Economics and Management, 2020.
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Price Distortions and Municipal Bonds Premiums: Evidence from Switzerland
Vukovic D., Rincon C. J., Moinak M., Financial Innovation 2021 Vol. 7 No. 1 Article 60
This study examines the pricing of municipal bonds before and after a currency shock in Switzerland. Two approaches are used to decompose the municipal to treasuries bond spreads into liquidity, maturity, and default risk premiums. The frst approach is the model of the cross-sectional instrumental variables, and the second approach is the model of the ...
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