3 papers
q-bio.PE2020
Estimating the Number of Infected Cases in COVID-19 Pandemic
Donghui Yan, Ying Xu, Pei Wang
The COVID-19 pandemic has caused major disturbance to human life. An important reason behind the widespread social anxiety is the huge uncertainty about the pandemic. A fundamental…
cs.LG2019
Similarity Kernel and Clustering via Random Projection Forests
Donghui Yan, Songxiang Gu, Ying Xu +1
Similarity plays a fundamental role in many areas, including data mining, machine learning, statistics and various applied domains. Inspired by the success of ensemble methods and…
stat.ML2019
Learning over inherently distributed data
Donghui Yan, Ying Xu
The recent decades have seen a surge of interests in distributed computing. Existing work focus primarily on either distributed computing platforms, data query tools, or, algorithm…