Data Augmentation via Lévy Processes
Data Augmentation via Lévy Processes
If a document is about travel, we may expect that short snippets of the document should also be about travel.We introduce a general framework for incorporating these types of invariances into a discriminative classifier.The framework imagines data as being drawn from a slice of a Lévy process.If we slice the …