44 citations · 155 across the 38 of their papers we have counts for
4 papers · 1 filter
Balancing Communication and Computation in Distributed Optimization
Albert S. Berahas, Raghu Bollapragada, Nitish Shirish Keskar +1
Methods for distributed optimization have received significant attention in recent years owing to their wide applicability in various domains. A distributed optimization method typ…
Superlinearly Convergent Asynchronous Distributed Network Newton Method
Fatemeh Mansoori, Ermin Wei
The problem of minimizing a sum of local convex objective functions over a networked system captures many important applications and has received much attention in the distributed…
Scalable Spectrum Allocation for Large Networks Based on Sparse Optimization
Binnan Zhuang, Dongning Guo, Ermin Wei +1
Joint allocation of spectrum and user association is considered for a large cellular network. The objective is to optimize a network utility function such as average delay given tr…
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…