Ensuring Reliable Monte Carlo Estimates of Network Properties.
Haema NilakantaZack W. AlmquistGalin L. JonesPublished in: CoRR (2019)
Keyphrases
- monte carlo
- importance sampling
- network properties
- confidence intervals
- markov chain
- monte carlo simulation
- monte carlo tree search
- structural properties
- graph theory
- topological properties
- clustering coefficient
- particle filter
- network model
- markovian decision
- monte carlo methods
- social networks
- network structure
- matrix inversion
- variance reduction
- particle filtering
- knowledge discovery
- network evolution
- search space
- adaptive sampling
- machine learning