The uneasy relationship between deep learning and (classical) statistics

An often-expressed sentiment is that deep learning (and machine learning in general) is “simply statistics,” in the sense that it uses different words to describe the same concepts statisticians have been studying for decades. In the 1990s, Rob Tibshirani wrote the following tongue-in-cheek “glossary”:: Something about this table resonates with me.  In fact, as anyone … Continue reading The uneasy relationship between deep learning and (classical) statistics