Towards Observability for Production Machine Learning Pipelines [Vision].
Shreya ShankarAditya G. ParameswaranPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- machine learning
- computer vision
- text classification
- vision system
- real time
- learning algorithm
- inductive learning
- pattern recognition
- data mining
- semiconductor manufacturing
- inductive logic programming
- production system
- machine learning methods
- learning systems
- machine learning algorithms
- support vector machine
- reinforcement learning
- supervised learning
- knowledge acquisition
- learning tasks
- computer science
- text mining
- information extraction
- knowledge discovery
- knowledge representation
- active learning
- statistical methods
- machine learning and data mining
- supervised machine learning
- image processing