Monte Carlo Optimization of Decentralized Estimation Networks Over Directed Acyclic Graphs Under Communication Constraints.
Murat ÜneyMüjdat ÇetinPublished in: IEEE Trans. Signal Process. (2011)
Keyphrases
- monte carlo
- directed acyclic graph
- importance sampling
- monte carlo simulation
- monte carlo methods
- constrained optimization
- markov chain
- structural learning
- equivalence class
- adaptive sampling
- particle filter
- equivalence classes
- conditional independence
- markovian decision
- causal models
- random variables
- variance reduction
- point processes
- undirected graph
- directed graph
- monte carlo tree search
- parameter estimation
- social networks
- markov chain monte carlo
- temporal difference
- distributed systems