An Efficient Approach for Using Expectation Maximization Algorithm in Capsule Networks.
Moein HasaniAmin Nasim SaraviHassan KhotanlouPublished in: CoRR (2019)
Keyphrases
- expectation maximization
- em algorithm
- preprocessing
- experimental evaluation
- computational cost
- cost function
- improved algorithm
- optimal solution
- search space
- probabilistic model
- significant improvement
- np hard
- times faster
- convergence rate
- theoretical analysis
- particle swarm optimization
- k means
- computational complexity
- learning algorithm
- bayesian framework
- tree structure
- recognition algorithm
- constrained optimization
- detection algorithm
- high accuracy
- computationally efficient
- mixture model
- linear programming
- markov random field
- neural network
- dynamic programming
- reinforcement learning
- similarity measure
- genetic algorithm