LOFT: Finding Lottery Tickets through Filter-wise Training

Qihan Wang, Chen Dun, Fangshuo Liao, Chris Jermaine, Anastasios Kyrillidis

Abstract: Recent work on the Lottery Ticket Hypothesis (LTH) shows that there exist “winning tickets” in large neural networks. These tickets represent “sparse” versions of the full model that can be trained...