Yung-Peng Hsu

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

2025 · arXiv (Cornell University)

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 address the challenge, we introduce the Flexible Bivariate Beta Mixture …