2 citations · 2 across the 2 of their papers we have counts for
4 papers · 1 filter
Optimizing Randomized and Deterministic Saturation Designs under Interference
Chencheng Cai, Jean Pouget-Abadie, Edoardo M. Airoldi
Randomized saturation designs are a family of designs which assign a possibly different treatment proportion to each cluster of a population at random. As a result, they generalize…
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…
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…
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…