Model Monitoring in Practice: Lessons Learned and Open Challenges.
Krishnaram KenthapadiHimabindu LakkarajuPradeep NatarajanMehrnoosh SamekiPublished in: KDD (2022)
Keyphrases
- lessons learned
- probabilistic model
- future directions
- case study
- neural network
- conceptual model
- theoretical analysis
- probability distribution
- cost function
- cooperative
- similarity measure
- high level
- parameter estimation
- theoretical framework
- mathematical model
- machine learning
- sensitivity analysis
- real world
- data sets
- formal model
- design principles