Distributed Markov Chain Redesign for Multiagent Decision-Making Problems
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2022.3170333
Abstract: In this article, we consider the problem of modifying in a distributed way the transition probabilities of a Markov chain over an undirected graph in order to achieve a desired limiting distribution, while minimizing the… read more here.
Keywords: problem; markov chain; decision making; distributed markov ... See more keywords
Scalable Target Marketing: Distributed Markov Chain Monte Carlo for Bayesian Hierarchical Models
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Marketing Research"
DOI: 10.1177/0022243720952410
Abstract: Many problems in marketing and economics require firms to make targeted consumer-specific decisions, but current estimation methods are not designed to scale to the size of modern data sets. In this article, the authors propose… read more here.
Keywords: hierarchical models; monte carlo; markov chain; distributed markov ... See more keywords