no code implementations • 15 Apr 2023 • Ahmad Faraz Khan, Xinran Wang, Qi Le, Azal Ahmad Khan, Haider Ali, Jie Ding, Ali Butt, Ali Anwar
Personalized FL has been widely used to cater to heterogeneity challenges with non-IID data.
1 code implementation • 6 Apr 2023 • Azal Ahmad Khan, Omkar Chaudhari, Rohitash Chandra
Ensemble learning combines multiple models to obtain a robust model and has been prominently used with data augmentation methods to address class imbalance problems.
1 code implementation • 17 Dec 2022 • Azal Ahmad Khan
Classification data sets with skewed class proportions are called imbalanced.