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Regular version of the site
119048, Usacheva str., 6
phone/fax: +7 (495) 624-26-16
phone: +7 (495) 916-89-05
e-mail: math@hse.ru
Administration
Dean
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Alexandra Skripchenko
Scientific Supervisor
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Sergei Lando
Deputy Dean for Research
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Vasily Gorbounov
Deputy Dean for Academic Progress
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Alexander Kolesnikov
Deputy Dean
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Svetlana Balaeva
Deputy Dean for Admissions
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Pavel Nikolaevich Pyatov
BIMSA-HSE Joint Seminar on Data Analytics and Topology. Speaker: Rongling Wu
Statistics at a crossroads: How it can revolutionize artificial intelligence
Abstract: Artificial intelligence (AI) is profoundly impacting science and society by applying algorithms and machine learning to enable machines to perform humanlike tasks. Statistics as a branch of mathematics, lying at the core of AI and data science, is facing an unprecedented challenge with the surge of complex, heterogenous data across a variety of platforms. In a real sense, statistics is at a crossroads to leverage its central role in revolutionizing the foundational and fundamental framework of AI. In this talk, I will present several state-of-the-art statistical methods that have been widely used in AI across various fields. I will focus on how to develop statistically principled reasoning and theory to validate the application of AI and enhance its interpretability and sustainability. Our approach builds on statistical mechanics theory and methodology derived from interdisciplinary integration.