242 citations · 1.2k across the 37 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
math.OC2016★ 50 cited
Stochastic Averaging for Constrained Optimization with Application to Online Resource Allocation
Tianyi Chen, Aryan Mokhtari, Xin Wang +2
Existing approaches to resource allocation for nowadays stochastic networks are challenged to meet fast convergence and tolerable delay requirements. The present paper leverages on…
math.OC2016
A Reduced-Space Algorithm for Minimizing -Regularized Convex Functions
Tianyi Chen, Frank E. Curtis, Daniel P. Robinson
We present a new method for minimizing the sum of a differentiable convex function and an -norm regularizer. The main features of the new method include: an evolving…
eess.SY2016★ 1 cited
Two-Scale Stochastic Control for Multipoint Communication Systems with Renewables
Xin Wang, Xiaojing Chen, Tianyi Chen +2
Increasing threats of global warming and climate changes call for an energy-efficient and sustainable design of future wireless communication systems. To this end, a novel two-scal…