AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis.
Zifan LiuEvan RosenPaul Suganthan G. C.Published in: CoRR (2022)
Keyphrases
- data analysis
- empirical data
- experimental data
- probabilistic model
- data sets
- computational model
- data collection
- prior knowledge
- probability distribution
- measured data
- statistical analysis
- mathematical model
- high level
- simulation data
- image data
- synthetic data
- database
- training data
- raw data
- test data
- data sources
- data quality
- learning models
- historical data
- high dimensional data
- em algorithm
- computer systems
- maximum likelihood
- data points
- databases
- data acquisition
- network structure
- conceptual model
- temporal information
- statistical model
- original data
- expert knowledge
- predictive model
- data samples
- data structure