cedar: Composable and Optimized Machine Learning Input Data Pipelines.
Mark ZhaoEmanuel AdamiakChristos KozyrakisPublished in: CoRR (2024)
Keyphrases
- machine learning
- input data
- data sets
- machine learning methods
- learning algorithm
- data mining
- image data
- computer vision
- knowledge acquisition
- pattern recognition
- statistical methods
- big data
- learning tasks
- reinforcement learning
- inductive learning
- feature selection
- artificial intelligence
- information extraction
- support vector machine
- learning systems
- machine learning approaches
- computational intelligence
- text mining
- knowledge discovery
- computer science
- feature space
- machine learning and data mining
- supervised learning
- explanation based learning
- image processing
- computational biology
- decision trees
- input space
- learning problems
- data analysis
- high dimensional
- active learning
- machine learning algorithms
- data points
- text classification
- knowledge representation
- real time