2 papers
stat.ME2025
Bayesian Wasserstein Repulsive Gaussian Mixture Models
Weipeng Huang, Tin Lok James Ng
We develop the Bayesian Wasserstein repulsive Gaussian mixture model that promotes well-separated clusters. Unlike existing repulsive mixture approaches that focus on separating th…
cs.LG2025★ 1 cited
Correcting Noisy Multilabel Predictions: Modeling Label Noise through Latent Space Shifts
Weipeng Huang, Qin Li, Yang Xiao +5
Noise in data appears to be inevitable in most real-world machine learning applications and would cause severe overfitting problems. Not only can data features contain noise, but l…