Xiao Zang

most citedElastic

k

-means clustering of functional data for posterior exploration, with an application to inference on acute respiratory infection dynamics

4 citations · 4 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CV2021

Noise Injection-based Regularization for Point Cloud Processing

Xiao Zang, Yi Xie, Siyu Liao +2

Noise injection-based regularization, such as Dropout, has been widely used in image domain to improve the performance of deep neural networks (DNNs). However, efficient regulariza…

stat.ME2020★ 4 cited

Elastic $k$ -means clustering of functional data for posterior exploration, with an application to inference on acute respiratory infection dynamics

Xiao Zang, Sebastian Kurtek, Oksana Chkrebtii +1

We propose a new method for clustering of functional data using a $k$ -means framework. We work within the elastic functional data analysis framework, which allows for decomposition…

Noise Injection-based Regularization for Point Cloud Processing

Elastic k-means clustering of functional data for posterior exploration, with an application to inference on acute respiratory infection dynamics

Elastic $k$ -means clustering of functional data for posterior exploration, with an application to inference on acute respiratory infection dynamics