Hyperparameter tuning for big data using Bayesian optimisation.
Tinu Theckel JoySantu RanaSunil GuptaSvetha VenkateshPublished in: ICPR (2016)
Keyphrases
- big data
- gaussian processes
- tuning parameters
- data analysis
- cloud computing
- data management
- big data analytics
- data intensive
- data visualization
- high volume
- vast amounts of data
- social media
- business intelligence
- data science
- data processing
- gaussian process
- unstructured data
- model selection
- massive data
- knowledge discovery
- massive datasets
- maximum likelihood
- bayesian inference
- databases
- machine learning
- hyperparameters
- predictive modeling
- information technology
- data warehousing
- maximum a posteriori
- object oriented
- decision makers