Kumar Kshitij Patel
Scholar

Kumar Kshitij Patel

Google Scholar ID: Okd0qN0AAAAJ
Postdoctoral Associate, Yale University
OptimizationMachine LearningFederated LearningData Economics
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,484
 
H-index
10
 
i10-index
10
 
Publications
20
 
Co-authors
47
list available
Contact
No contact links provided.
Publications
4 items
What's in a Smoothness Constant? Tighter Rates for Local SGD with Bounded Second-order Heterogeneity
2026
Cited
0
Distributionally Robust Linear Regression With Block Lewis Weights
2026
Cited
0
What Makes Local Updates Effective: The Role of Data Heterogeneity and Smoothness
2025
Cited
0
Personalized Federated Training of Diffusion Models with Privacy Guarantees
2025
Cited
0
Resume (English only)
Co-authors
47 total
Nathan Srebro
Nathan Srebro
Professor, TTIC and University of Chicago
Sebastian Urban Stich
Sebastian Urban Stich
CISPA Helmholtz Center
Blake Woodworth
Blake Woodworth
Google
Lingxiao Wang
Lingxiao Wang
NJIT, TTIC, UCLA
Brian Bullins
Brian Bullins
Assistant Professor, Purdue University
Ohad Shamir
Ohad Shamir
Weizmann Institute of Science
Aymeric Dieuleveut
Aymeric Dieuleveut
Professor, Ecole Polytechnique, France
Martin Jaggi
Martin Jaggi
EPFL