4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 4 cited
Synthetic Information towards Maximum Posterior Ratio for deep learning on Imbalanced Data
Hung Nguyen, Morris Chang
This study examines the impact of class-imbalanced data on deep learning models and proposes a technique for data balancing by generating synthetic data for the minority class. Unl…
cs.LG2024
Federated Learning for distribution skewed data using sample weights
Hung Nguyen, Peiyuan Wu, Morris Chang
One of the most challenging issues in federated learning is that the data is often not independent and identically distributed (nonIID). Clients are expected to contribute the same…