13 citations · 43 across the 12 of their papers we have counts for
3 papers · 1 filter
Machine Learning for Smart and Energy-Efficient Buildings
Hari Prasanna Das, Yu-Wen Lin, Utkarsha Agwan +7
Energy consumption in buildings, both residential and commercial, accounts for approximately 40% of all energy usage in the U.S., and similar numbers are being reported from countr…
A Survey of ADMM Variants for Distributed Optimization: Problems, Algorithms and Features
Yu Yang, Xiaohong Guan, Qing-Shan Jia +3
By coordinating terminal smart devices or microprocessors to engage in cooperative computation to achieve systemlevel targets, distributed optimization is incrementally favored by…
Proximal ADMM for Nonconvex and Nonsmooth Optimization
Yu Yang, Qing-Shan Jia, Zhanbo Xu +2
By enabling the nodes or agents to solve small-sized subproblems to achieve coordination, distributed algorithms are favored by many networked systems for efficient and scalable co…