Provable Detection of Propagating Sampling Bias in Prediction Models.
Pavan RavishankarQingyu MoEdward McFowland IIIDaniel B. NeillPublished in: AAAI (2023)
Keyphrases
- prediction model
- statistical models
- prediction accuracy
- false alarms
- complex systems
- detection algorithm
- feature selection
- detection method
- object detection
- probabilistic model
- prior knowledge
- automatic detection
- multiple linear regression
- models built
- predictive model
- autoregressive
- neural network
- classification models
- training set
- neural network model
- markov chain
- experimental data
- monte carlo
- active learning
- sample size
- video data