Yakui Huang

1. A Family of Distributed Momentum Methods Over Directed Graphs With Linear Convergence
   2022/03/19 by Juan Gao, Xinwei Liu, Yu-Hong Dai +3 · 3 citations
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Distributed Control Multi-Agent Systems
2. A family of spectral gradient methods for optimization
   2018/12/07 by Yu‐Hong Dai, Yakui Huang, Dai, Yu-Hong +3 · 1 citation
   Engineering · Mathematics · #90C20 #90C25 #90C30 #Advanced Optimization Algorithms Research #FOS: Mathematics #Iterative Methods for Nonlinear Equations #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
3. Gradient methods exploiting spectral properties
   2019/05/09 by Yakui Huang, Yu‐Hong Dai, Huang, Yakui +5 · 2 citations
   Engineering · Mathematics · #90C20 #90C25 #90C30 #Advanced Optimization Algorithms Research #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
4. On the acceleration of the Barzilai-Borwein method
   2020/01/08 by Yakui Huang, Huang, Yakui, Yu‐Hong Dai +5 · 1 citation
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
5. Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization
   2022/11/23 by Juan Gao, Xinwei Liu, Xin-Wei Liu +4 · 1 citation
   Computer Science · Engineering · #Distributed Control Multi-Agent Systems #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques