A new statistical model for random unit vectors. - Karim Oualkacha; Louis-Paul Rivest (J. Multivar. Anal., 2009)

A coordinate descent algorithm for computing penalized smooth quantile regression. - Abdallah Mkhadri; Mohamed Ouhourane; Karim Oualkacha (Stat. Comput., 2017)

KSPM: A Package For Kernel Semi-Parametric Models. - Catherine Schramm; Sébastien Jacquemont; Karim Oualkacha; Aurélie Labbe; Celia M. T. Greenwood (R J., 2020)

High-Dimensional Penalized Bernstein Support Vector Machines. - Rachid Kharoubi; Abdallah Mkhadri; Karim Oualkacha (CoRR, 2023)

Efficient penalized generalized linear mixed models for variable selection and genetic risk prediction in high-dimensional data. - Julien St-Pierre; Karim Oualkacha; Sahir Rai Bhatnagar (Bioinform., 2023)

High-dimensional penalized Bernstein support vector classifier. - Rachid Kharoubi; Abdallah Mkhadri; Karim Oualkacha (Comput. Stat., 2024)