Julia B Nakhleh

PhD student, Computer Sciences, University of Wisconsin - Madison

Joined

May 2024

Names

Julia B Nakhleh (Preferred)

,

Julia B. Nakhleh

,

Julia Blair Nakhleh

,

Julia Nakhleh

Emails

****@wisc.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Sciences, University of Wisconsin - Madison (wisc.edu)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

2021 – Present

Coauthor

Joseph Shenouda

2021 – Present

Expertise

No areas of expertise listed

Publications

Global Minimizers of $\ell^p$-Regularized Objectives Yield the Sparsest ReLU Neural Networks
Julia B Nakhleh, Robert D Nowak
- NeurIPS 2025 poster
- Readers: Everyone
A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning
Julia B Nakhleh, Joseph Shenouda, Robert D Nowak
- NeurIPS 2024 poster
- Readers: Everyone
The Effects of Multi-Task Learning on ReLU Neural Network Functions
Julia B. Nakhleh, Joseph Shenouda, Robert D. Nowak
- CoRR 2024
- Readers: Everyone
Training OOD Detectors in their Natural Habitats
Julian Katz-Samuels, Julia B. Nakhleh, Robert Nowak, Yixuan Li
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone
Training OOD Detectors in their Natural Habitats
Julian Katz-Samuels, Julia B. Nakhleh, Robert D. Nowak, Yixuan Li
- 2022 (modified: 24 Apr 2023)
- ICML 2022
- Readers: Everyone
Identifying Entangled Physics Relationships through Sparse Matrix Decomposition to Inform Plasma Fusion Design
M. Giselle Fernández-Godino, Michael J. Grosskopf, Julia B. Nakhleh, Brandon M. Wilson, John Kline, Gowri Srinivasan
- CoRR 2020
- Readers: Everyone
Exploring Sensitivity of ICF Outputs to Design Parameters in Experiments Using Machine Learning
Julia B. Nakhleh, M. Giselle Fernández-Godino, Michael J. Grosskopf, Brandon M. Wilson, John Kline, Gowri Srinivasan
- CoRR 2020
- Readers: Everyone

Co-Authors