FlipOut: Uncovering Redundant Weights via Sign Flipping

Andrei Apostol, Maarten Stol, Patrick Forré

Modern neural networks, although achieving state-of-the-art results on many tasks, tend to have a large number of parameters, which increases training time and resource usage. This…