Automating model search for large scale machine learning.
Evan R. SparksAmeet TalwalkarDaniel HaasMichael J. FranklinMichael I. JordanTim KraskaPublished in: SoCC (2015)
Keyphrases
- machine learning
- computer vision
- experimental data
- computational model
- similarity measure
- search space
- theoretical analysis
- management system
- learning models
- prediction model
- conceptual model
- statistical model
- mathematical model
- information retrieval systems
- text mining
- data sets
- computer science
- pattern recognition
- knowledge base
- feature selection
- genetic algorithm
- real world