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researcher

Julia B. Nakhleh

6 papers hereh-index 3142 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • physics.plasm-ph2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedExploring Sensitivity of ICF Outputs to Design Parameters in Experiments Using Machine Learning

19 citations · 34 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022★ 15 cited

Training OOD Detectors in their Natural Habitats

Julian Katz-Samuels, Julia Nakhleh, Robert Nowak +1

Out-of-distribution (OOD) detection is important for machine learning models deployed in the wild. Recent methods use auxiliary outlier data to regularize the model for improved OO…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.