Combining Ensembles and Data Augmentation can Harm your Calibration.
Yeming WenGhassen JerfelRafael MullerMichael W. DusenberryJasper SnoekBalaji LakshminarayananDustin TranPublished in: CoRR (2020)
Keyphrases
- data sets
- image data
- database
- data distribution
- data streams
- spatial data
- missing data
- data processing
- input data
- complex data
- raw data
- experimental data
- high dimensional data
- computer systems
- small number
- probability distribution
- training data
- sensor networks
- data points
- synthetic data
- end users
- prior knowledge
- data analysis
- high quality
- data acquisition
- clustering algorithm