A Generalization Bound of Deep Neural Networks for Dependent Data. - Quan Huu Do; Binh T. Nguyen 001; Lam Si Tung Ho (CoRR, 2023)

The Effects of Data Imputation on Covariance and Inverse Covariance Matrix Estimation. - Tuan L. Vo; Quan Huu Do; Thu Nguyen 001; Pål Halvorsen; Michael A. Riegler; Binh T. Nguyen 001 (IEEE Access, 2024)

DPERC: Direct Parameter Estimation for Mixed Data. - Tuan L. Vo; Quan Huu Do; Uyen Dang; Thu Nguyen 001; Pål Halvorsen; Michael A. Riegler; Binh T. Nguyen 001 (CoRR, 2025)

Are you SURE? Enhancing Multimodal Pretraining with Missing Modalities through Uncertainty Estimation. - Duy A. Nguyen; Quan Huu Do; Khoa D. Doan; Minh N. Do (CoRR, 2025)