Open Internet by MindsNet

Reasoning about Data Augmentation Invariance

The current practice of data augmentation in machine learning is often heuristic and lacks a systematic approach to reasoning about the invariance assumptions imposed by different transformations.

Computing & Technology, Computer Science, Machine Learning