Julia B. Nakhleh

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 3

Top Topics

Matrix Decomposition

Design Parameters

Training Samples

Top Venues

Publications

Julian Katz-Samuels, Julia B. Nakhleh, Robert D. Nowak, Yixuan Li
Training OOD Detectors in their Natural Habitats. ICML (2022)
M. Giselle Fernández-Godino, Michael J. Grosskopf, Julia B. Nakhleh, Brandon M. Wilson, John Kline, Gowri Srinivasan
Identifying Entangled Physics Relationships through Sparse Matrix Decomposition to Inform Plasma Fusion Design. CoRR (2020)
Julia B. Nakhleh, M. Giselle Fernández-Godino, Michael J. Grosskopf, Brandon M. Wilson, John Kline, Gowri Srinivasan
Exploring Sensitivity of ICF Outputs to Design Parameters in Experiments Using Machine Learning. CoRR (2020)