13 citations · 18 across the 9 of their papers we have counts for
5 papers · 1 filter
Time-Average Optimization with Non-Convex Decision Set and Its Convergence
Sucha Supittayapornpong, Longbo Huang, Michael J. Neely
This paper considers time-average optimization, where a decision vector is chosen every time step within a (possibly non-convex) set, and the goal is to minimize a convex function…
Staggered Time Average Algorithm for Stochastic Non-smooth Optimization with O(1/T) Convergence
Sucha Supittayapornpong, Michael J. Neely
Stochastic non-smooth convex optimization constitutes a class of problems in machine learning and operations research. This paper considers minimization of a non-smooth function ba…
Time-Average Stochastic Optimization with Non-convex Decision Set and its Convergence
Sucha Supittayapornpong, Michael J. Neely
This paper considers time-average stochastic optimization, where a time average decision vector, an average of decision vectors chosen in every time step from a time-varying (possi…
Achieving Utility-Delay-Reliability Tradeoff in Stochastic Network Optimization with Finite Buffers
Sucha Supittayapornpong, Michael J. Neely
One practical open problem is the development of a distributed algorithm that achieves near-optimal utility using only a finite (and small) buffer size for queues in a stochastic n…
Quality of Information Maximization for Wireless Networks via a Fully Separable Quadratic Policy
Sucha Supittayapornpong, Michael J. Neely
An information collection problem in a wireless network with random events is considered. Wireless devices report on each event using one of multiple reporting formats. Each format…