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Distributed consensus optimization algorithms over networks

  • 演讲者:严明(密歇根州立大学)

  • 时间:2018-12-11 16:10-17:10

  • 地点:慧园3栋 415报告厅

Abstract: Distributed consensus optimization over networks has many applications in the wireless sensor networks, resource allocations, and internet of things. In this talk, I will introduce several consensus optimization algorithms: how to derive them; how to choose parameters; and their convergence results. Specifically, I will show the optimal range of the parameters for EXTRA; and I will introduce NIDS--the first algorithm that can have a large and network-independent stepsize.