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July 20, 2026
Scientists Create Open Dataset for Studying Concentration
A team of Russian researchers, including scientists from HSE University–St Petersburg, has developed the first open multimodal dataset containing recordings of brain activity, heart function, and video observations to help researchers understand what happens in the human brain during deep concentration. In the future, the dataset could accelerate the development of neural interfaces, rehabilitation technologies, and AI systems. The article has been published in Scientific Data.
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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.

 

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Corporate governance and decision-making in business-groups

P. 195–213.
Avdasheva S. B.

This chapter and the following one are devoted to independent legal entities that constitute united companies and are known as business groups (BGs) or holding company groups. In modern economic literature, BGs are defined as “a set of firms which, though legally independent, are bound together by a constellation of formal and informal ties and are accustomed to taking coordinated action” (Khanna & Rivkin, 2001, pp. 47-48). Russian law defines a parent company and its subsidiary, which together constitute a holding company group, as a pair of agents, one of which, namely, the parent company, has sufficient authority to determine the decisions of another based on ownership rights or any other type of control rights.  In this respect, both terms, BGs and holding company groups, are synonymous.
In Russia, the term “business group” usually applies to legally independent entities under the same control that were historically independent businesses and have experience acting independently. BGs are sometimes considered to be newly established integrations that occurred after privatization.
In this book, a business group is defined as a set of legally independent entities joined by ownership rights. The set of entities (enterprises) is under control of the ultimate owner (or small groups of interrelated ultimate owners) or parent company. No distinction is generally made between BGs founded during the Soviet times and those established in mergers during the economic upturn that started in 1999 after the completion of a mass movement of privatization.
 

Language: English
Full text
Keywords: корпоративное управлениеcorporate governancedecision-makingпринятие решенийбизнес-группаbusiness group

In book

Organization and Development of Russian Business: A Firm-Level Analysis
Organization and Development of Russian Business: A Firm-Level Analysis
Dolgopyatova T. G., Iwasaki I., Yakovlev A. A. Palgrave Macmillan, 2009.
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