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math.OC2018★ 8 cited
Distributed Stochastic Approximation for Solving Network Optimization Problems Under Random Quantization
Thinh T. Doan, Siva Theja Maguluri, Justin Romberg
We study distributed optimization problems over a network when the communication between the nodes is constrained, and so information that is exchanged between the nodes must be qu…
math.OC2018★ 4 cited
Fast Convergence Rates of Distributed Subgradient Methods with Adaptive Quantization
Thinh T. Doan, Siva Theja Maguluri, Justin Romberg
We study distributed optimization problems over a network when the communication between the nodes is constrained, and so information that is exchanged between the nodes must be qu…