Assuring the Machine Learning Lifecycle: Desiderata, Methods, and Challenges.
Rob AshmoreRadu CalinescuColin PatersonPublished in: CoRR (2019)
Keyphrases
- machine learning
- machine learning methods
- computational cost
- neural network
- machine learning approaches
- lessons learned
- empirical studies
- knowledge representation
- data mining
- preprocessing
- image processing
- social networks
- artificial intelligence
- machine learning algorithms
- genetic algorithm
- computationally expensive
- statistical methods
- optimization methods
- database
- difficult problems