Hung-Hsuan Chen

activity

20232026

most citedUnderstanding Gradient Boosting Classifier: Training, Prediction, and the Role of

γ_{j}

1 citations · 1 across the 8 of their papers we have counts for

collaborators

Showing 2025Show all

2 papers · 1 filter

cs.LG2025

Dynamic DropConnect: Enhancing Neural Network Robustness through Adaptive Edge Dropping Strategies

Yuan-Chih Yang, Hung-Hsuan Chen

Dropout and DropConnect are well-known techniques that apply a consistent drop rate to randomly deactivate neurons or edges in a neural network layer during training. This paper in…

cs.LG2025

Flexible Bivariate Beta Mixture Model: A Probabilistic Approach for Clustering Complex Data Structures

Yung-Peng Hsu, Hung-Hsuan Chen

Clustering is essential in data analysis and machine learning, but traditional algorithms like $k$ -means and Gaussian Mixture Models (GMM) often fail with nonconvex clusters. To ad…