Assuring the Machine Learning Lifecycle: Desiderata, Methods, and Challenges.
Rob AshmoreRadu CalinescuColin PatersonPublished in: ACM Comput. Surv. (2021)
Keyphrases
- machine learning
- machine learning methods
- empirical studies
- benchmark datasets
- computer vision
- computational cost
- computer science
- computational approaches
- methods require
- statistical methods
- knowledge acquisition
- natural language processing
- information extraction
- real time
- pattern recognition
- image segmentation
- case study
- image processing
- feature selection
- social networks
- data sets