6 citations · 8 across the 3 of their papers we have counts for
3 papers
stat.ML2023★ 1 cited
GAR: Generalized Autoregression for Multi-Fidelity Fusion
Yuxin Wang, Zheng Xing, Wei W. Xing
In many scientific research and engineering applications where repeated simulations of complex systems are conducted, a surrogate is commonly adopted to quickly estimate the whole…
stat.ME2021★ 1 cited
Multi-scale Poisson process approaches for differential expression analysis of high-throughput sequencing data
Heejung Shim, Zhengrong Xing, Ester Pantaleo +3
Estimating and testing for differences in molecular phenotypes (e.g. gene expression, chromatin accessibility, transcription factor binding) across conditions is an important part…
stat.ME2016★ 6 cited
Flexible signal denoising via flexible empirical Bayes shrinkage
Zhengrong Xing, Peter Carbonetto, Matthew Stephens
Signal denoising---also known as non-parametric regression---is often performed through shrinkage estimation in a transformed (e.g., wavelet) domain; shrinkage in the transformed d…