Pruned Genetic-NAS on GPU Accelerator Platforms with Chaos-on-Edge Hyperparameters.
Anand RavishankarSanthi NatarajanA. Bharathi MalakreddyPublished in: ICMLA (2021)
Keyphrases
- hyperparameters
- model selection
- parallel implementation
- cross validation
- closed form
- bayesian inference
- random sampling
- support vector
- maximum a posteriori
- sample size
- bayesian framework
- prior information
- em algorithm
- gaussian process
- noise level
- maximum likelihood
- regularization parameter
- incremental learning
- gaussian processes
- edge detection
- incomplete data
- genetic algorithm
- grid search
- missing values
- neural network
- upper bound
- data sets
- parameter settings
- input image
- prior knowledge
- lower bound
- multiscale
- bayesian networks
- computer vision
- learning algorithm