A mathematician by training, I am now a researcher interested in mathematics of and for machine learning and, more broadly, in mathematically rich problems of sciences and engineering.
My works in this area won best-paper-type awards at top machine learning conferences twice.
Having received the ETH Zürich Postdoctoral Fellowship, I am now a postdoc at the Learning & Adaptive Systems Group of ETH Zürich led by Prof. Dr. Andreas Krause.
I obtained my PhD in the field of mathematics (harmonic analysis) from St. Petersburg Department of Steklov Mathematical Institute of Russian Academy of Sciences (PDMI RAS) in the year 2022.
From 2017 to 2022 I have been working at Chebyshev Laboratory of St. Petersburg State University, a division led by Fields medalist Prof. Stanislav Smirnov, and at PDMI RAS.
Machine Learning. Uncertainty quantification, Structured data, Theory, Gaussian processes.
Mathematics. Harmonic analysis, Functional analysis, Probability, Statistics.
Other. Geostatistics, Bioinformatics, Optimization.
Happily married to Ekaterina Noskova.