16 citations · 29 across the 16 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
math.OC2019★ 16 cited
Weakly Convex Optimization over Stiefel Manifold Using Riemannian Subgradient-Type Methods
Xiao Li, Shixiang Chen, Zengde Deng +3
We consider a class of nonsmooth optimization problems over the Stiefel manifold, in which the objective function is weakly convex in the ambient Euclidean space. Such problems are…
cs.LG2019
Voting-Based Multi-Agent Reinforcement Learning for Intelligent IoT
Yue Xu, Zengde Deng, Mengdi Wang +3
The recent success of single-agent reinforcement learning (RL) in Internet of things (IoT) systems motivates the study of multi-agent reinforcement learning (MARL), which is more c…
math.OC2019★ 2 cited
An Efficient Augmented Lagrangian Based Method for Constrained Lasso
Zengde Deng, Anthony Man-Cho So
Variable selection is one of the most important tasks in statistics and machine learning. To incorporate more prior information about the regression coefficients, the constrained L…