2 citations · 2 across the 2 of their papers we have counts for
3 papers
cs.LG2021
Complementary Ensemble Learning
Hung Nguyen, Morris Chang
To achieve high performance of a machine learning (ML) task, a deep learning-based model must implicitly capture the entire distribution from data. Thus, it requires a huge amount…
cs.DB2020★ 2 cited
Anomaly Detection in Large Labeled Multi-Graph Databases
Hung T. Nguyen, Pierre J. Liang, Leman Akoglu
Within a large database G containing graphs with labeled nodes and directed, multi-edges; how can we detect the anomalous graphs? Most existing work are designed for plain (unlabel…
cs.LG2019
Continual Rare-Class Recognition with Emerging Novel Subclasses
Hung Nguyen, Xuejian Wang, Leman Akoglu
Given a labeled dataset that contains a rare (or minority) class of of-interest instances, as well as a large class of instances that are not of interest, how can we learn to recog…