Auto Tuning of RNN Hyper-parameters using Cuckoo Search Algorithm.
Dhruv SrivastavaYasha SinghAnita SahooPublished in: IC3 (2019)
Keyphrases
- hyperparameters
- search algorithm
- model selection
- recurrent neural networks
- cross validation
- parameter settings
- closed form
- bayesian framework
- support vector
- bayesian inference
- random sampling
- nearest neighbor
- incremental learning
- em algorithm
- posterior distribution
- maximum likelihood
- prior information
- noise level
- maximum a posteriori
- sample size
- incomplete data
- search space
- variational bayes
- bayesian methods
- missing values
- conjugate priors
- expectation maximization
- parameter space
- parameter values
- generative model
- probabilistic model
- active learning
- prior knowledge
- training set
- noisy images
- knn
- high dimensional
- image segmentation
- image processing