Parhi, Rahul

6 publications

COLT 2025 A Gap Between the Gaussian RKHS and Neural Networks: An Infinite-Center Asymptotic Analysis Akash Kumar, Rahul Parhi, Mikhail Belkin

ICLRW 2025 Finding Stable Subnetworks at Initialization with Dataset Distillation Luke McDermott, Rahul Parhi

JMLR 2025 Random ReLU Neural Networks as Non-Gaussian Processes Rahul Parhi, Pakshal Bohra, Ayoub El Biari, Mehrsa Pourya, Michael Unser

NeurIPS 2025 Stable Minima of ReLU Neural Networks Suffer from the Curse of Dimensionality: The Neural Shattering Phenomenon Tongtong Liang, Dan Qiao, Yu-Xiang Wang, Rahul Parhi

JMLR 2024 Variation Spaces for Multi-Output Neural Networks: Insights on Multi-Task Learning and Network Compression Joseph Shenouda, Rahul Parhi, Kangwook Lee, Robert D. Nowak

JMLR 2021 Banach Space Representer Theorems for Neural Networks and Ridge Splines Rahul Parhi, Robert D. Nowak