Mean Field for the Stochastic Blockmodel: Optimization Landscape and Convergence Issues.
Soumendu Sundar MukherjeePurnamrita SarkarY. X. Rachel WangBowei YanPublished in: NeurIPS (2018)
Keyphrases
- stochastic optimization
- evolutionary multiobjective
- global convergence
- stochastic programming
- faster convergence
- stochastic search
- global optimization
- stochastic approximation
- key issues
- closed form
- optimization process
- convergence speed
- optimization methods
- optimization method
- optimization algorithm
- evolutionary algorithm
- convergence rate
- monte carlo
- markov processes
- markov random field
- quasi newton
- optimal control problems
- multi objective