Aleksandr Beznosikov
Scholar

Aleksandr Beznosikov

Google Scholar ID: hVVJR-sAAAAJ
PhD, Basic Research of Artificial Intelligence Lab
OptimizationMachine Learning
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Citations & Impact
All-time
Citations
1,292
 
H-index
19
 
i10-index
29
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Publications
20 items
Beyond SGD, Without SVD: Proximal Subspace Iteration LoRA with Diagonal Fractional K-FAC
2026
Cited
0
Exploring New Frontiers in Vertical Federated Learning: the Role of Saddle Point Reformulation
2026
Cited
0
Zero-Order Optimization for LLM Fine-Tuning via Learnable Direction Sampling
2026
Cited
0
Preconditioned Norms: A Unified Framework for Steepest Descent, Quasi-Newton and Adaptive Methods
2025
Cited
0
Faster Than SVD, Smarter Than SGD: The OPLoRA Alternating Update
2025
Cited
0
Shuffling Heuristic in Variational Inequalities: Establishing New Convergence Guarantees
2025
Cited
0
Aligning Distributionally Robust Optimization with Practical Deep Learning Needs
2025
Cited
0
Communication-Efficient Federated Learning with Adaptive Number of Participants
2025
Cited
0
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)