3 papers
cs.LG2019
Variational Fair Clustering
Imtiaz Masud Ziko, Eric Granger, Jing Yuan +1
We propose a general variational framework of fair clustering, which integrates an original Kullback-Leibler (KL) fairness term with a large class of clustering objectives, includi…
cs.SI2018
Variational Community Partition with Novel Network Structure Centrality Prior
Yiguang Bai, Sanyang Liu, Ke Yin +1
In this paper, we proposed a novel two-stage optimization method for network community partition, which is based on inherent network structure information. The introduced optimizat…
cs.CV2018
Modern Convex Optimization to Medical Image Analysis
Jing Yuan, Aaron Fenster
Recently, diagnosis, therapy and monitoring of human diseases involve a variety of imaging modalities, such as magnetic resonance imaging(MRI), computed tomography(CT), Ultrasound(…