Anton Shirokov (Preferred)
Anton Shirokov
PhD student, Faculty of Physics, Tomsk State University
Researcher, Tomsk Polytechnic University
Joined
January 2026
Names
Emails
****@hw.tpu.ru (Confirmed)
Personal Links
Career & Education History
PhD student
Faculty of Physics, Tomsk State University (tsu.ru)
2025 – Present
Researcher
Tomsk Polytechnic University (tpu.ru)
2024 – Present
MS student
School of Earth Sciences & Engineering, Tomsk Polytechnic University (tpu.ru)
2023 – 2025
Undergrad student
Institute of Mathematics and Information Technology, Volgograd State University (volsu.ru)
2019 – 2023
Advisors, Relations & Conflicts
Expertise
deep neural networks
, variational autoencoders
, latent space analysis
, VAE latent geometry
, geometric deep learning
, differential geometry in machine learning
, Riemannian manifolds
, manifold learning
, intrinsic data dimensionality
, representation geometry
, nonlinear dimensionality reduction
, information geometry
2022 – Present