67 citations · 108 across the 3 of their papers we have counts for
4 papers
Intelligent Wireless Communications Enabled by Cognitive Radio and Machine Learning
Xiangwei Zhou, Mingxuan Sun, Geoffrey Ye Li +1
The ability to intelligently utilize resources to meet the need of growing diversity in services and user behavior marks the future of wireless communication systems. Intelligent w…
Dilated Deep Residual Network for Image Denoising
Tianyang Wang, Mingxuan Sun, Kaoning Hu
Variations of deep neural networks such as convolutional neural network (CNN) have been successfully applied to image denoising. The goal is to automatically learn a mapping from a…
A Comparative Study of Collaborative Filtering Algorithms
Joonseok Lee, Mingxuan Sun, Guy Lebanon
Collaborative filtering is a rapidly advancing research area. Every year several new techniques are proposed and yet it is not clear which of the techniques work best and under wha…
Estimating Probabilities in Recommendation Systems
Mingxuan Sun, Guy Lebanon, Paul Kidwell
Recommendation systems are emerging as an important business application with significant economic impact. Currently popular systems include Amazon's book recommendations, Netflix'…