Generalization in Machine Learning via Analytical Learning Theory.pdf
Thispaperintroducesanovelmeasure-theoreticlearningtheorytoanalyzegeneralizationbehaviorsofpracticalinterest.Theproposedlearningtheoryhasthefollowingabilities:1)toutilizethequalitiesofeachlearnedrepresentationonthepathfromrawinputstooutputsinrepresentationlearnin