Scholar
Dmitry Kovalev
Google Scholar ID: qHFA5z4AAAAJ
Yandex
optimization
machine learning
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Citations & Impact
All-time
Citations
2,221
H-index
26
i10-index
34
Publications
20
Co-authors
0
Contact
No contact links provided.
Publications
6 items
Optimal Projection-Free Adaptive SGD for Matrix Optimization
2026
Cited
0
Muon is Provably Faster with Momentum Variance Reduction
2025
Cited
0
Non-Euclidean SGD for Structured Optimization: Unified Analysis and Improved Rates
2025
Cited
0
Nesterov Finds GRAAL: Optimal and Adaptive Gradient Method for Convex Optimization
2025
Cited
0
SGD with Adaptive Preconditioning: Unified Analysis and Momentum Acceleration
2025
Cited
0
Understanding Gradient Orthogonalization for Deep Learning via Non-Euclidean Trust-Region Optimization
2025
Cited
0
Resume (English only)
Academic Achievements
- Published multiple papers in top international journals
- Received Best Young Scientist Award in 2021
- Holds two national invention patents
Research Experience
- Senior Researcher, ZZ Lab, 2022 to present
- Participated in the development of an intelligent diagnostic system project, served as the lead for algorithm design
Education
- Ph.D., XX University, Department of Computer Science, 2018-2022, Advisor: Prof. Zhang
- M.S., YY Institute, Software Engineering, 2015-2017
Background
Research interests include artificial intelligence, machine learning, and their applications in healthcare. Holds a Ph.D. in Computer Science.
Miscellany
Enjoys reading science fiction novels and playing basketball in his spare time.
Co-authors
0 total
Co-authors: 0 (list not available)
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