Theory of Monte Carlo sampling-based Alopex algorithms for neural networks.
Zhe ChenSimon HaykinSuzanna BeckerPublished in: ICASSP (5) (2004)
Keyphrases
- monte carlo
- neural network
- monte carlo methods
- stochastic approximation
- adaptive sampling
- markov chain monte carlo
- monte carlo simulation
- importance sampling
- genetic algorithm
- learning algorithm
- markov chain
- matrix inversion
- simulation study
- search space
- particle filter
- quasi monte carlo
- monte carlo tree search
- convergence rate
- least squares