Shenouda, Joseph

4 publications

NeurIPS 2024 A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning Julia Nakhleh, Joseph Shenouda, Robert D. Nowak

ICML 2024 ReLUs Are Sufficient for Learning Implicit Neural Representations Joseph Shenouda, Yamin Zhou, Robert D Nowak

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

NeurIPSW 2022 A Better Way to Decay: Proximal Gradient Training Algorithms for Neural Nets Liu Yang, Jifan Zhang, Joseph Shenouda, Dimitris Papailiopoulos, Kangwook Lee, Robert D Nowak