Subsampled Power Iteration: a Unified Algorithm for Block Models and Planted CSP's.
Vitaly FeldmanWill PerkinsSantosh S. VempalaPublished in: NIPS (2015)
Keyphrases
- objective function
- detection algorithm
- np hard
- preprocessing
- computational cost
- learning algorithm
- computational complexity
- search space
- dynamic programming
- cost function
- parameter estimation
- expectation maximization
- worst case
- convergence rate
- similarity measure
- iterative algorithms
- bayesian framework
- optimization algorithm
- randomly generated
- constraint satisfaction problems
- np complete
- model selection
- simulated annealing
- probabilistic model
- evolutionary algorithm
- search algorithm
- optimal solution
- multiscale