Andrei V. Konstantinov (Preferred)
Andrei V. Konstantinov
Postdoc, Higher School of Artificial Intelligence Technologies, St. Petersburg State Polytechnical University
Researcher, Higher School of Artificial Intelligence Technologies, St. Petersburg State Polytechnical University
- Joined June 2024
Names
Emails
****@gmail.com (Confirmed)
, ****@spbstu.ru (Confirmed)
Personal Links
Career & Education History
Postdoc
Higher School of Artificial Intelligence Technologies, St. Petersburg State Polytechnical University (spbstu.ru)
2025 – Present
Researcher
Higher School of Artificial Intelligence Technologies, St. Petersburg State Polytechnical University (spbstu.ru)
2024 – Present
PhD student
Higher School of Applied Mathematics and Physics, St. Petersburg State Polytechnical University (spbstu.ru)
2020 – 2024
Advisors, Relations & Conflicts
Expertise
gradient decision trees
2025 – Present
concept bottleneck models
2024 – Present
hard constraints in neural networks
2023 – Present
XAI
2021 – Present
survival analysis
2019 – Present
deep forest
2019 – Present
treatment effect
2019 – Present
kernel neural networks
2019 – Present