Anton Selitskiy CV
Education
University of Rochester PhD ECE 05/2022 - 05/2026
University of Rochester MS ECE 08/2020 - 05/2022
Russian Academy of Music MA Opera Performance 09/2008 - 06/2013
Moscow State University PhD Mathematics 05/2004 - 04/2007
Moscow Aviation Institute BS/MS Applied Mathematics 09/1998 - 03/2004
Appointments
Lecturer, Stony Brook University, Stony Brook (NY) 09/2026 - 08/2028
Postdoctoral Associate, University of Rochester, Rochester (NY) 06/2026 - 08/2026
Visiting Lecturer, Rochester Institute of Technology, Rochester (NY) 08/2023 - 05/2025 official RIT page
Research Assistant, University of Rochester, Rochester (NY) 09/2021 - 12/2022
Senior Researcher, Russian Academy of Sciences, Moscow (Russia) 01/2012 - 06/2018
Associate Professor, Moscow Aviation Institute, Moscow (Russia) 10/2008 - 01/2012
Senior Lecturer, Moscow Aviation Institute, Moscow (Russia) 09/2007 - 08/2008
Lecturer, Moscow Aviation Institute, Moscow (Russia) 03/2004 - 06/2005
Courses
ESE-561 Theory of Artifitial Intelligence (course materials and recorded lectures)
CSCI-141 Computer Science I (only video)
CSCI-335 Machine Learning (course materials and recorded lectures)
CSCI-539 Large Language Models (course materials and recorded lectures)
Bayesian Deep Learning - Independent Study Course (Spring 2024)
CSCI-665 Theory of Algorithms (Spring 2024)
Teaching Philosophy
I firmly believe that motivation and understanding are the cornerstones of effective education.
Over my 10 years of teaching experience, I have found that students truly enjoy studying
when they grasp the underlying concepts and purpose behind what they are learning.
Research Topics
Spatial Audio
Human - Computer Interaction
Bayesian Machine Learning
Generative Models
Stochastic Differential Equations
A.M. Selitskiy and V.P. Vetrov, Bayessian Machine Learning (in progress)
A. Selitskiy and D. Millard, Stability of Semi-Dual Neural Optimal Transport // ICLR, April 23 - 26, 2027, San Francisco, CA, USA (under review) read
A. Selitskiy, A. Shahriyar, and J. Prakasan, Discrete optimal transport is a strong audio adversarial attack // International Joint Conference on Biometrics (IJCB), September 1-4, 2026, Rome, Italy (accepted) read
A. Selitskiy and M. Kocharekar, Discrete Optimal Transport and Voice Conversion // International Conference on Machine Learning Technologies (ICMLT), May 20-22, 2026, Berlin, Germany (accepted) read
G. Zhu, F. Jiang, J. Darefsky, A. Selitskiy, and Zh. Duan, Music Source Separation with Generative Flow // IEEE
Signal Processing Letters, 29 (2022), 2288 - 2292 project page
M.S. Agranovich and A.M. Selitskii, Fractional powers of operators corresponding to coercive problems in Lipschitz domains //
Functional Analysis and Its Applications. 2013. V. 47, N 2. P. 83 - 95.
Contacts
Anton Selitskiy
Stony Brook University
Light Engineering Building
Stony Brook, NY 11790
Office 258A
anton.selitskiy@stonybrook.edu