2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2026
Data Distribution Valuation Using Generalized Bayesian Inference
Cuong N. Nguyen, Cuong V. Nguyen
We investigate the data distribution valuation problem, which aims to quantify the values of data distributions from their samples. This is a recently proposed problem that is rela…
cs.LG2025
Sequence Transferability and Task Order Selection in Continual Learning
Thinh Nguyen, Cuong N. Nguyen, Quang Pham +4
In continual learning, understanding the properties of task sequences and their relationships to model performance is important for developing advanced algorithms with better accur…
cs.LG2023★ 2 cited
Simple Transferability Estimation for Regression Tasks
Cuong N. Nguyen, Phong Tran, Lam Si Tung Ho +4
We consider transferability estimation, the problem of estimating how well deep learning models transfer from a source to a target task. We focus on regression tasks, which receive…