asymptotic inference 1brain imaging 1factor models 1functional data analysis 1overlapping clustering 1
From the 1 of 3 linked papers with an AI index.
3 papers
stat.ME2026
funFMC: Overlapping Clustering for Functional Data
Abhiti Mishra, Kean Ming Tan, Tailen Hsing
The paper proposes funFMC, a latent factor model approach for overlapping clustering of multivariate functional data, providing identifiability, estimation of cluster numbers and m…
stat.ME2024
High-Dimensional Expected Shortfall Regression
Shushu Zhang, Xuming He, Kean Ming Tan +1
Expected shortfall is defined as the average over the tail below (or above) a certain quantile of a probability distribution. Expected shortfall regression provides powerful tools…
stat.ME2024
Resistant convex clustering: How does the fusion penalty enhance resistantance?
Qiang Sun, Archer Gong Zhang, Chenyu Liu +1
Convex clustering is a convex relaxation of the -means and hierarchical clustering. It involves solving a convex optimization problem with the objective function being a squared…