ModelDB: a system for machine learning model management.
Manasi VartakHarihar SubramanyamWei-En LeeSrinidhi ViswanathanSaadiyah HusnooSamuel MaddenMatei ZahariaPublished in: HILDA@SIGMOD (2016)
Keyphrases
- machine learning
- management system
- formal model
- information retrieval
- mathematical model
- computational model
- theoretical analysis
- probabilistic model
- probability distribution
- simulation model
- theoretical framework
- objective function
- decision trees
- case study
- learning models
- computer vision
- decision making
- learning tasks
- conceptual model
- experimental data
- process model
- active learning
- high level
- computational intelligence
- software engineering
- expert systems
- neural network
- prior knowledge
- control system