Filtering with Confidence: When Data Augmentation Meets Conformal Prediction

Zixuan Wu, So Won Jeong, Yating Liu +2

With promising empirical performance across a wide range of applications, synthetic data augmentation appears a viable solution to data scarcity and the demands of increasingly dat…