Research

My research interests lie in developing novel theoretically justifiable and computationally efficient methods for tackling the computation burden brought about by the sheer size of large-scale datasets. My ongoing research interests are as follows.

• Statistical machine learning
• Subsampling methods in big data
• Large-scale optimal transport problems
• Non/Semi-parametric modeling
• Generative models
• Statistical applications in imaging data, LiDAR data and 3d point cloud data