195 citations · 338 across the 13 of their papers we have counts for
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math.OC2013★ 4 cited
On Stochastic Subgradient Mirror-Descent Algorithm with Weighted Averaging
Angelia Nedich, Soomin Lee
This paper considers stochastic subgradient mirror-descent method for solving constrained convex minimization problems. In particular, a stochastic subgradient mirror-descent metho…
math.OC2013★ 4 cited
Asynchronous Gossip-Based Random Projection Algorithms Over Networks
Soomin Lee, Angelia Nedich
We consider a fully distributed constrained convex optimization problem over a multi-agent (no central coordinator) network. We propose an asynchronous gossip-based random projecti…