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Najah Ghalyan
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 3
Top Topics
Class Separability
Weighted Average
Privacy Sensitive
Persistent Homology
Top Venues
CoRR
Trans. Mach. Learn. Res.
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Publications
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Kostis Gourgoulias
,
Najah Ghalyan
,
Maxime Labonne
,
Yash Satsangi
,
Sean Moran
,
Joseph Sabelja
Estimating class separability of text embeddings with persistent homology.
Trans. Mach. Learn. Res.
2024 (2024)
Jiaeli Shi
,
Najah Ghalyan
,
Kostis Gourgoulias
,
John Buford
,
Sean Moran
DeepClean: Machine Unlearning on the Cheap by Resetting Privacy Sensitive Weights using the Fisher Diagonal.
CoRR
(2023)
Najah Ghalyan
,
Kostis Gourgoulias
,
Yash Satsangi
,
Sean Moran
,
Maxime Labonne
,
Joseph Sabelja
An Unsupervised Method for Estimating Class Separability of Datasets with Application to LLMs Fine-Tuning.
CoRR
(2023)