Scholar
Andrey Veprikov
Google Scholar ID: KAidIJQAAAAJ
Unknown affiliation
Optimization
ML
DL
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Citations & Impact
All-time
Citations
18
H-index
3
i10-index
0
Publications
15
Co-authors
0
Publications
14 items
Spectral Weight Decay: Inducing Low-Rank Structure in Neural Network Weights
2026
Cited
0
LionMuon: Alternating Spectral and Sign Descent for Efficient Training
2026
Cited
0
LoRA-TSD: Tangent-Space Spectral Descent for LoRA via Muon-Style Updates
2026
Cited
0
Softsign: Smooth Sign in Your Optimizer For Better Parameter Heterogeneity Handling
2026
Cited
0
Why SGD is not Brownian Motion: A New Perspective on Stochastic Dynamics
2026
Cited
0
LionMuon: Alternating Spectral and Sign Descent for Efficient Training
2026
Cited
0
Beyond SGD, Without SVD: Proximal Subspace Iteration LoRA with Diagonal Fractional K-FAC
2026
Cited
0
Zero-Order Optimization for LLM Fine-Tuning via Learnable Direction Sampling
2026
Cited
0
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