Distributed Stochastic Optimization With Unbounded Subgradients Over Randomly Time-Varying Networks

Yan Chen, Alexander L. Fradkov, Keli Fu +2

Motivated by distributed statistical learning over uncertain communication networks, we study distributed stochastic optimization by networked nodes to cooperatively minimize a sum…