Efficient Deep Learning Hyperparameter Tuning Using Cloud Infrastructure: Intelligent Distributed Hyperparameter Tuning with Bayesian Optimization in the Cloud.
Mercy Prasanna RanjitGopinath GanapathyKalaivani SridharVikram ArumughamPublished in: CLOUD (2019)
Keyphrases
- deep learning
- cloud computing
- data center
- model selection
- gaussian process
- distributed environment
- distributed computing
- cloud infrastructure
- distributed systems
- cloud services
- decision support
- unsupervised learning
- cost effective
- unsupervised feature learning
- database
- wireless sensor networks
- mental models
- maximum likelihood
- peer to peer
- multiscale