Issam Laradji

Software defect prediction using ensemble learning on selected features

Issam Laradji, Mohammad Alshayeb, Lahouari Ghouti · Information and Software Technology · 2014 · 377 citations

Software Maintenance, Software Defect Prediction, Engineering +11

Kubric: A scalable dataset generator

Klaus Greff, Francois Belletti, Lucas Beyer et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 170 citations

Artificial Intelligence, Cluster Computing, Engineering +24

Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection

Julie Nutini, Mark Schmidt, Issam Laradji et al. · arXiv (Cornell University) · 2015 · 93 citations · Full text

Mathematical Programming, Engineering, Machine Learning +16

A Survey of Self-Supervised and Few-Shot Object Detection

Gabriel Huang, Issam Laradji, David Vázquez et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 93 citations

Few-shot Learning, Multiple Instance Learning, Machine Vision +14

Data Augmentation for Intent Classification with Off-the-shelf Large Language Models

Gaurav Sahu, Pau Rodríguez, Issam Laradji et al. · 2022 · 61 citations · Full text