Minimum Description Length Principle in Supervised Learning with Application to Lasso

Masanori Kawakita, Jun'ichi Takeuchi

The minimum description length (MDL) principle in supervised learning is studied. One of the most important theories for the MDL principle is Barron and Cover's theory (BC theory),…