Abstract: A marketing campaign being conducted undeniably consumes lots of resources and funds to be carried on. It is vital to ensure that such campaigns being conducted are effective and the ...

Abstract: The decentralized stochastic gradient method emerges as a promising solution for solving large-scale machine learning problems. This paper studies the decentralized Markov chain gradient ...