5 citations · 8 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 2 cited
Online Convex Optimization with Continuous Switching Constraint
Guanghui Wang, Yuanyu Wan, Tianbao Yang +1
In many sequential decision making applications, the change of decision would bring an additional cost, such as the wear-and-tear cost associated with changing server status. To co…
cs.CV2021★ 1 cited
Classification of Long Noncoding RNA Elements Using Deep Convolutional Neural Networks and Siamese Networks
Brian McClannahan, Cucong Zhong, Guanghui Wang
In the last decade, the discovery of noncoding RNA(ncRNA) has exploded. Classifying these ncRNA is critical todetermining their function. This thesis proposes a new methodemploying…
cs.LG2019★ 5 cited
Adaptivity and Optimality: A Universal Algorithm for Online Convex Optimization
Guanghui Wang, Shiyin Lu, Lijun Zhang
In this paper, we study adaptive online convex optimization, and aim to design a universal algorithm that achieves optimal regret bounds for multiple common types of loss functions…