81 citations · 264 across the 35 of their papers we have counts for
3 papers · 1 filter
Newton-like method with diagonal correction for distributed optimization
Dragana Bajovic, Dusan Jakovetic, Natasa Krejic +1
We consider distributed optimization problems where networked nodes cooperatively minimize the sum of their locally known convex costs. A popular class of methods to solve these pr…
Distributed inference over directed networks: Performance limits and optimal design
Dragana Bajović, José M. F. Moura, João Xavier +1
We find large deviations rates for consensus-based distributed inference for directed networks. When the topology is deterministic, we establish the large deviations principle and…
Distributed Gradient Methods with Variable Number of Working Nodes
Dusan Jakovetic, Dragana Bajovic, Natasa Krejic +1
We consider distributed optimization where nodes in a connected network minimize the sum of their local costs subject to a common constraint set. We propose a distributed proje…