Shuguang Cui

activity

20162022

most citedWireless Traffic Prediction with Scalable Gaussian Process: Framework, Algorithms, and Verification

185 citations · 234 across the 12 of their papers we have counts for

collaborators

Showing 2019Show all

2 papers · 1 filter

stat.ML2019

A General $O (n^{2})$ Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM

Linning Xu, Feng Yin, Jiawei Zhang +2

Hyper-parameter optimization remains as the core issue of Gaussian process (GP) for machine learning nowadays. The benchmark method using maximum likelihood (ML) estimation and gra…

cs.LG2019★ 185 cited

Wireless Traffic Prediction with Scalable Gaussian Process: Framework, Algorithms, and Verification

Yue Xu, Feng Yin, Wenjun Xu +2

The cloud radio access network (C-RAN) is a promising paradigm to meet the stringent requirements of the fifth generation (5G) wireless systems. Meanwhile, wireless traffic predict…

A General O(n2) Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM

Wireless Traffic Prediction with Scalable Gaussian Process: Framework, Algorithms, and Verification

A General $O (n^{2})$ Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM