A Smart-Dumb/Dumb-Smart Algorithm for Efficient Split-Merge MCMC.
Wei WangStuart J. RussellPublished in: UAI (2015)
Keyphrases
- dynamic programming
- preprocessing
- k means
- improved algorithm
- experimental evaluation
- single pass
- times faster
- worst case
- objective function
- optimization algorithm
- high efficiency
- cost function
- parameter estimation
- high accuracy
- markov chain monte carlo
- computational complexity
- theoretical analysis
- computationally efficient
- particle swarm optimization
- monte carlo
- np hard
- convergence rate
- multi objective
- significant improvement
- optimal solution