Combining Ensembles and Data Augmentation Can Harm Your Calibration.
Yeming WenGhassen JerfelRafael MullerMichael W. DusenberryJasper SnoekBalaji LakshminarayananDustin TranPublished in: ICLR (2021)
Keyphrases
- data sets
- image data
- complex data
- computer vision
- data analysis
- statistical analysis
- data collection
- raw data
- data structure
- data acquisition
- data points
- training data
- data processing
- data distribution
- experimental data
- probability distribution
- prior knowledge
- computer systems
- databases
- high dimensional data
- database
- decision trees
- original data
- neural network