TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling.
Pedro MendesMaria CasimiroPaolo RomanoDavid GarlanPublished in: CoRR (2020)
Keyphrases
- efficient optimization
- machine learning
- optimization methods
- cloud computing
- computer vision
- machine learning algorithms
- learning algorithm
- learning problems
- machine learning methods
- information extraction
- natural language processing
- text mining
- neural network
- active learning
- learning tasks
- decision trees
- data mining
- semi supervised learning
- supervised learning
- reinforcement learning
- processing times