351 citations · 738 across the 22 of their papers we have counts for
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cs.IT2013★ 1 cited
A New Distributed DC-Programming Method and its Applications
Alberth Alvarado, Gesualdo Scutari, Jong-Shi Pang
We propose a novel decomposition framework for the distributed optimization of Difference Convex (DC)-type nonseparable sum-utility functions subject to coupling convex constraints…
cs.IT2013★ 351 cited
Decomposition by Partial Linearization: Parallel Optimization of Multi-Agent Systems
Gesualdo Scutari, Francisco Facchinei, Peiran Song +2
We propose a novel decomposition framework for the distributed optimization of general nonconvex sum-utility functions arising naturally in the system design of wireless multiuser…