Scholar
Dmitriy Drusvyatskiy
Google Scholar ID: Daa_Wy4AAAAJ
Professor at HDSI, UC San Diego
optimization
data science
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Citations & Impact
All-time
Citations
4,532
H-index
35
i10-index
64
Publications
20
Co-authors
0
Publications
6 items
High-dimensional Limit of SGD for Diagonal Linear Networks
2026
Cited
0
Average Gradient Outer Product in kernel regression provably recovers the central subspace for multi-index models
2026
Cited
0
A short proof of near-linear convergence of adaptive gradient descent under fourth-order growth and convexity
2026
Cited
0
When do spectral gradient updates help in deep learning?
2025
Cited
0
Iteratively reweighted kernel machines efficiently learn sparse functions
2025
Cited
0
Online Covariance Estimation in Nonsmooth Stochastic Approximation
2025
Cited
0
