Data management for production quality deep learning models: Challenges and solutions.
Aiswarya Raj MunappyJan BoschHelena Holmström OlssonAnders ArptegBjörn BrinnePublished in: J. Syst. Softw. (2022)
Keyphrases
- learning models
- data management
- loss function
- learning tasks
- learning algorithm
- machine learning algorithms
- semi supervised learning
- machine learning
- conditional random fields
- learning paradigms
- machine learning models
- learning problems
- genetic algorithm
- database systems
- classification models
- sparse metric learning
- generative model
- data analysis
- e learning
- information retrieval