17 citations · 39 across the 8 of their papers we have counts for
Showing 2019 · stat.MEShow all
3 papers · 2 filters
stat.ME2019★ 2 cited
Hybrid Kronecker Product Decomposition and Approximation
Chencheng Cai, Rong Chen, Han Xiao
Discovering the underlying low dimensional structure of high dimensional data has attracted a significant amount of researches recently and has shown to have a wide range of applic…
stat.ME2019
State Space Emulation and Annealed Sequential Monte Carlo for High Dimensional Optimization
Chencheng Cai, Rong Chen
Many high dimensional optimization problems can be reformulated into a problem of finding theoptimal state path under an equivalent state space model setting. In this article, we p…
stat.ME2019★ 1 cited
Individualized Group Learning
Chencheng Cai, Rong Chen, Min-ge Xie
Many massive data are assembled through collections of information of a large number of individuals in a population. The analysis of such data, especially in the aspect of individu…