How clustering affects the convergence of decentralized optimization over networks: a Monte-Carlo-based approach.
Mohammadreza DoostmohammadianShahaboddin KharazmiHamid R. RabieePublished in: Soc. Netw. Anal. Min. (2024)
Keyphrases
- monte carlo
- stochastic approximation
- monte carlo methods
- importance sampling
- monte carlo simulation
- markov chain
- clustering algorithm
- k means
- simulation study
- adaptive sampling
- monte carlo tree search
- matrix inversion
- monte carlo method
- particle filter
- markovian decision
- distance metric
- peer to peer
- convergence rate
- outlier detection
- variance reduction