Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms.
Nari JohnsonÁngel Alexander CabreraGregory PlumbAmeet TalwalkarPublished in: CoRR (2023)
Keyphrases
- high level
- computational model
- learning models
- theoretical analysis
- cost function
- computational cost
- probability distribution
- management system
- classification algorithm
- mathematical model
- orders of magnitude
- benchmark datasets
- evaluation method
- em algorithm
- probabilistic model
- parameter estimation
- computational models
- evaluation metrics
- evaluation model
- conceptual model
- neural network
- computationally efficient
- optimization problems
- image segmentation