12 citations · 29 across the 9 of their papers we have counts for
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math.OC2020★ 2 cited
Mathematical Mechanism on Dynamical System Algorithms of the Ising Model
Bowen Liu, Kaizhi Wang, Dongmei Xiao +1
Various combinatorial optimization NP-hard problems can be reduced to finding the minimizer of an Ising model, which is a discrete mathematical model. It is an intellectual challen…
cs.LG2020★ 1 cited
Estimates on Learning Rates for Multi-Penalty Distribution Regression
Zhan Yu, Daniel W. C. Ho
This paper is concerned with functional learning by utilizing two-stage sampled distribution regression. We study a multi-penalty regularization algorithm for distribution regressi…
math.OC2020
Distributed Stochastic Constrained Composite Optimization over Time-Varying Network with a Class of Communication Noise
Zhan Yu, Daniel W. C. Ho, Deming Yuan +1
This paper is concerned with distributed stochastic multi-agent constrained optimization problem over time-varying network with a class of communication noise. This paper considers…