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July 20, 2026
Scientists Propose Method for More Efficient Resource Use in Machine Learning
An international group of researchers, including mathematicians from the AI and Digital Science Institute at the HSE Faculty of Computer Science, has provided a theoretical justification for a simple and computationally efficient method of estimating uncertainty in Stochastic Gradient Descent (SGD). The paper has been published on the scientific preprint server arXiv.org and presented at AISTATS 2026.
July 16, 2026
Team Success: Aligning Means with Objectives
In corporations, sports, and academia, people often face challenges they cannot handle alone. In such cases, selecting the right team is crucial. Tatiana Mayskaya, Associate Professor at the HSE Faculty of Economic Sciences and the International College of Economics and Finance, together with colleagues from foreign universities, examined team characteristics and found that less diverse teams are better suited to objectives where a high average performance is important, whereas more diverse teams are preferable when avoiding failure is critical. The paper has been published in Economic Theory.
July 15, 2026
Economists Propose More Effective Approach to Reducing Smoking
Economists at HSE University have examined how smokers respond to changes in cigarette prices. When tobacco prices increase, cigarette consumption does not always decline. In fact, spending on tobacco may even rise: according to the researchers, a 1% decrease in cigarette affordability leads to a 0.28% increase in per capita tobacco expenditure. The findings suggest that to reduce smoking rates, tobacco prices must rise faster than household incomes. The study has been published in Voprosy Statistiki.

 

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Оценка влияния уголовного преследования предпринимателей на развитие малого и среднего бизнеса в России

Вопросы экономики. 2022. № 7. С. 68–84.
И. Б. Юдин, Г. А. Поросенков

A significant proportion of entrepreneurs as well as Russian population in general consider the possibility of criminal prosecution to be one of the main problems that hinders business development in Russia. However, only a small proportion of entrepreneurs are subjected to this type of prosecution. The current study attempts to empirically test the hypothesis about the negative impact of unjustified criminal prosecution on entrepreneurial activity. First, we examine the mechanism of unjustified criminal prosecution of entrepreneurs and then using mixed effects regression modelling on panel data for 2017—2021 assess its impact on the growth rate of the number of small and medium-sized enterprises (SMEs). The number of appeals reviewed by the Center for Public Procedures “Business against corruption” (CPP “BAC”) is used as an indicator of unjustified criminal prosecution. The results show that each additionally handled appeal reduces the rate of growth in the number of SMEs in the medium term. This relationship is explained via the theory of signals: appeals to the CPP “BAC” serve as indicators of unjustified prosecution problem for entrepreneurs. If this problem persists, a decrease in the growth rates of firms, and an increase in their number in the shadow economy can also be expected.

Research target: Economics and Management Sociology (including Demography and Anthropology Law
Language: Russian
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Keywords: предпринимательствокоррупциямалый и средний бизнесэкономические преступленияуголовное преследование
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