Andrei Rykov

PhD Candidate at ITMO University, ML Engineer at Huawei

Hi there!

My name is Andrei Rykov (Андрей Рыков). I’m a PhD candidate in ITMO University, St. Petersburg, and I’m also ML engineer at Huawei (Lomonosov Research Institute).

You can find my CV [here]. Feel free to reach out via e-mail: a dot g dot rykov at glndwr dot ru.

Last Update: 25.08.2025

[Research interests]

  • Cluster analysis
    • Differential (Deep) spectral clustering methods
    • Problem of internal valdiation indices and unsupervised partition evaluation
  • Unsupervised (Self-Supervised) Representation Learning
    • Ordered (Structured) representations
    • Hierarchical representations
  • Inverse engineering of neural networks
  • Topological Data analysis

[Selected publications]

Rykov, A., De Amorim, R. C., Makarenkov, V., & Mirkin, B.
“Inertia-based indices to determine the number of clusters in K-Means: an experimental evaluation”
IEEE Access
[paper] - [code]

[More Publications Expected]