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math.OC2024
Rate Analysis of Coupled Distributed Stochastic Approximation for Misspecified Optimization
Yaqun Yang, Jinlong Lei
We consider an agents distributed optimization problem with imperfect information characterized in a parametric sense, where the unknown parameter can be solved by a distinct d…
math.OC2024
Distributed Fractional Bayesian Learning for Adaptive Optimization
Yaqun Yang, Jinlong Lei, Guanghui Wen +1
This paper considers a distributed adaptive optimization problem, where all agents only have access to their local cost functions with a common unknown parameter, whereas they mean…