A Stochastic Path-Integrated Differential EstimatoR Expectation Maximization Algorithm.
Gersende FortEric MoulinesHoi-To WaiPublished in: CoRR (2020)
Keyphrases
- decision trees
- expectation maximization
- em algorithm
- estimation algorithm
- dynamic programming
- optimal path
- parameter estimation
- times faster
- cost function
- optimization algorithm
- maximum likelihood
- significant improvement
- k means
- optimal solution
- maximum a posteriori
- matching algorithm
- recognition algorithm
- clustering method
- detection algorithm
- maximum likelihood estimation
- computer vision
- computationally efficient
- experimental evaluation
- preprocessing
- objective function
- neural network
- generative model
- computational cost
- kalman filter
- np hard
- convergence rate
- evolutionary algorithm
- estimation error
- gaussian mixture