How Clustering Affects the Convergence of Decentralized Optimization over Networks: A Monte-Carlo-based Approach.
Mohammadreza DoostmohammadianShahaboddin KharazmiHamid R. RabieePublished in: CoRR (2024)
Keyphrases
- monte carlo
- stochastic approximation
- monte carlo methods
- monte carlo simulation
- adaptive sampling
- importance sampling
- markov chain
- clustering algorithm
- simulation study
- particle filter
- k means
- monte carlo method
- monte carlo tree search
- learning algorithm
- markovian decision
- confidence intervals
- optimal strategy
- variance reduction
- game tree search
- matrix inversion