Rahul Parhi
Scholar

Rahul Parhi

Google Scholar ID: 5A_1NL0AAAAJ
University of California, San Diego
applied mathematicssignal processingmachine learningstatisticsoptimization
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
582
 
H-index
8
 
i10-index
8
 
Publications
20
 
Co-authors
18
list available
Contact
CVOpen ↗
Publications
13 items
On the Loss Landscape Geometry of Regularized Deep Matrix Factorization: Uniqueness and Sharpness
2026
Cited
0
The Inductive Bias of Convolutional Neural Networks: Locality and Weight Sharing Reshape Implicit Regularization
2026
Cited
0
Towards Sharp Minimax Risk Bounds for Operator Learning
2025
Cited
0
Nonasymptotic Convergence Rates for Plug-and-Play Methods With MMSE Denoisers
2025
Cited
0
Generalization Below the Edge of Stability: The Role of Data Geometry
2025
Cited
0
Sharpness of Minima in Deep Matrix Factorization: Exact Expressions
2025
Cited
0
Stable Minima of ReLU Neural Networks Suffer from the Curse of Dimensionality: The Neural Shattering Phenomenon
2025
Cited
0
LoLA: Low-Rank Linear Attention With Sparse Caching
2025
Cited
0
Resume (English only)
Co-authors
18 total
Robert D Nowak
Robert D Nowak
Keith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data Science
Michael Unser
Michael Unser
Professor, Biomedical Imaging Group, Ecole Polytechnique Fédérale de Lausanne (EPFL), Switzerland
Co-author 3
Co-author 3
Kangwook Lee
Kangwook Lee
University of Wisconsin-Madison, KRAFTON AI
Ronald DeVore
Ronald DeVore
Professor of Matematics, Texas A&M University
Jonathan W. Siegel
Jonathan W. Siegel
Assistant Professor, Texas A&M University
Co-author 7
Co-author 7
Mehrsa Pourya
Mehrsa Pourya
PhD Student, EPFL