Behnam Neyshabur*

Fantastic Generalization Measures and Where to Find Them

Generalization of deep networks has been intensely researched in recent years, resulting in a number of theoretical bounds and empirically motivated measures. However, most papers proposing such measures only study a small set of models, leaving open the question of whether these measures are truly…