Scholar

Dmitriy Drusvyatskiy

Google Scholar ID: Daa_Wy4AAAAJ

Professor at HDSI, UC San Diego

optimizationdata science

Homepage↗Google Scholar↗

Citations & Impact

All-time

Citations

4,532

H-index

35

i10-index

64

Publications

20

Co-authors

0

Contact

No contact links provided.

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

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)