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  • CHILDCARE REFORM: EFFECTS ON EARNINGS AND EMPLOYMENT AMONG NATIVE SWEDISH AND IMMIGRANT MOTHERS
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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.
June 5, 2026
‘In the Age of Technology, It Is Interesting to Look into the Past and Think about What We Can Take from It
Polina Tabakova decided to apply for a Philology degree at HSE in Nizhny Novgorod because she grew up in Mari El and did not want to move far away from the Russian forests. In an interview for the Young Scientists of HSE University project, she spoke about the genre of the campus novel, the existential drama of Kolobok, and a blackout version of Eugene Onegin.
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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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?

CHILDCARE REFORM: EFFECTS ON EARNINGS AND EMPLOYMENT AMONG NATIVE SWEDISH AND IMMIGRANT MOTHERS

P. 93–129.
Kotyrlo E., Wikström M., Hanes N.

This paper studies earnings and labor force participation of native Swedes and recent immigrants in Sweden in response to the childcare reforms of 2001 and 2002 using a difference-in-differences approach and register-based data for the period of 1995-2009. Immigrant and native Swedish mothers are distinguished in order to study if increased accessibility to childcare might be particularly beneficial for groups facing obstacles in entering the labor market. The results show that the reforms had a positive effect on earnings and labor force participation among native mothers with preschool children. The group of immigrant mothers studied did not experience any gain in labor market outcomes as a response to the reform.

Language: English
Full text
Keywords: employmentimmigrantsearningschildcarefamily policy effects

In book

Research in Labor Economics
Vol. 42: Gender in the Labor Market. , West Yorkshire: Emerald Group Publishing Limited, 2015.
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