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
Contact
No contact links provided.
Publications
5 items
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
Resume (English only)
Co-authors
44 total
Wotao Yin
Wotao Yin
DAMO Academy, Alibaba Group US
Vasilis Charisopoulos
Vasilis Charisopoulos
Postdoctoral Scholar, University of Chicago
Co-author 3
Co-author 3
Liwei Jiang
Liwei Jiang
Assistant Professor, Purdue University
Yudong Chen
Yudong Chen
Associate Professor, University of Wisconsin-Madison
Courtney Paquette
Courtney Paquette
McGill University
Co-author 7
Co-author 7
Co-author 8
Co-author 8