2 papers
stat.ML2021
Weight Vector Tuning and Asymptotic Analysis of Binary Linear Classifiers
Lama B. Niyazi, Abla Kammoun, Hayssam Dahrouj +2
Unlike its intercept, a linear classifier's weight vector cannot be tuned by a simple grid search. Hence, this paper proposes weight vector tuning of a generic binary linear classi…
stat.ML2020
Asymptotic Analysis of an Ensemble of Randomly Projected Linear Discriminants
Lama B. Niyazi, Abla Kammoun, Hayssam Dahrouj +2
Datasets from the fields of bioinformatics, chemometrics, and face recognition are typically characterized by small samples of high-dimensional data. Among the many variants of lin…