Damek Davis
Scholar

Damek Davis

Google Scholar ID: uGdPyZQAAAAJ
Associate Professor, Statistics and Data Science, Wharton, University of Pennsylvania
OptimizationMachine Learning
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Citations & Impact
All-time
Citations
2,786
 
H-index
25
 
i10-index
34
 
Publications
20
 
Co-authors
44
list available
Publications
7 items
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
What is the objective of reasoning with reinforcement 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
Gradient descent with adaptive stepsize converges (nearly) linearly under fourth-order growth
arXiv.org · 2024
Cited
5
Co-authors
14 total
Wotao Yin
Wotao Yin
DAMO Academy, Alibaba Group US
Vasilis Charisopoulos
Vasilis Charisopoulos
Postdoctoral Scholar, University of Chicago
Liwei Jiang
Liwei Jiang
Assistant Professor, Purdue University
Yudong Chen
Yudong Chen
Associate Professor, University of Wisconsin-Madison
Courtney Paquette
Courtney Paquette
McGill University
Aleksandr Aravkin
Aleksandr Aravkin
University of Washington
Sham M Kakade
Sham M Kakade
Harvard University
Jason D. Lee
Jason D. Lee
Associate Professor of EECS & Statistics at UC Berkeley