Joseph Shenouda

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Training Algorithm

Machine Learning

Top Venues

IEEE Signal Process. Mag.

Publications

Joseph Shenouda, Yamin Zhou, Robert D. Nowak
ReLUs Are Sufficient for Learning Implicit Neural Representations. CoRR (2024)
Joseph Shenouda, Rahul Parhi, Kangwook Lee, Robert D. Nowak
Vector-Valued Variation Spaces and Width Bounds for DNNs: Insights on Weight Decay Regularization. CoRR (2023)
Joseph Shenouda, Waheed U. Bajwa
A Guide to Computational Reproducibility in Signal Processing and Machine Learning [Tips & Tricks]. IEEE Signal Process. Mag. 40 (2) (2023)
Liu Yang, Jifan Zhang, Joseph Shenouda, Dimitris S. Papailiopoulos, Kangwook Lee, Robert D. Nowak
A Better Way to Decay: Proximal Gradient Training Algorithms for Neural Nets. CoRR (2022)
Joseph Shenouda, Waheed U. Bajwa
A Guide to Reproducible Research in Signal Processing and Machine Learning. CoRR (2021)