3 papers
math.OC2019
A General Framework of Exact Primal-Dual First Order Algorithms for Distributed Optimization
Fatemeh Mansoori, Ermin Wei
We study the problem of minimizing a sum of local objective convex functions over a network of processors/agents. This problem naturally calls for distributed optimization algorith…
math.OC2019★ 5 cited
A Fast Distributed Asynchronous Newton-Based Optimization Algorithm
Fatemeh Mansoori, Ermin Wei
One of the most important problems in the field of distributed optimization is the problem of minimizing a sum of local convex objective functions over a networked system. Most of…
cs.IT2017
Scalable Spectrum Allocation and User Association in Networks with Many Small Cells
Binnan Zhuang, Dongning Guo, Ermin Wei +1
A scalable framework is developed to allocate radio resources across a large number of densely deployed small cells with given traffic statistics on a slow timescale. Joint user as…