papers
Publications (8)
stat.ML2019
Learning over inherently distributed data
Donghui Yan, Ying Xu
The paper introduces a framework for learning and inference on data that are inherently distributed across multiple sites, using small local signatures to minimize data transmissio…
#distributed learning#privacy-preserving learning#local transformations#parallel computation
stat.ME2012
Statistical methods for tissue array images - algorithmic scoring and co-training
Donghui Yan, Pei Wang, Michael Linden +2
cs.LG2019
Fast communication-efficient spectral clustering over distributed data
Donghui Yan, Yingjie Wang, Jin Wang +2
stat.ME2013
Cluster Forests
Donghui Yan, Aiyou Chen, Michael I. Jordan
stat.AP2018
The Turtleback Diagram for Conditional Probability
Donghui Yan, Gary E. Davis
stat.AP2018
Clustering of Transcriptomic Data for the Identification of Cancer Subtypes
Xiaochun Chen, Honggang Wang, Donghui Yan
stat.ME2012
Classification under Data Contamination with Application to Remote Sensing Image Mis-registration
Donghui Yan, Peng Gong, Aiyou Chen +1
cs.CV2018
Incorporating Deep Features in the Analysis of Tissue Microarray Images
Donghui Yan, Timothy W. Randolph, Jian Zou +1