Exploring the Accuracy - Energy Trade-off in Machine Learning.
Alexander E. I. BrownleeJason AdairSaemundur O. HaraldssonJohn JabboPublished in: GI@ICSE (2021)
Keyphrases
- trade off
- machine learning
- bias variance
- information extraction
- computer vision
- knowledge acquisition
- high accuracy
- active learning
- artificial intelligence
- energy efficiency
- highly accurate
- classification accuracy
- machine learning approaches
- computational biology
- correlation coefficient
- natural language processing
- computer science
- reinforcement learning
- computational cost
- learning tasks
- data sets
- neural network
- learning algorithm
- information systems
- decision trees
- energy minimization
- precision and recall
- transfer learning
- prediction accuracy
- pattern recognition
- data analysis
- wireless sensor networks
- support vector machine
- real time