Coin Flipping Neural Networks

Yuval Sieradzki, Nitzan Hodos, Gal Yehuda, Assaf Schuster

Abstract: We show that neural networks with access to randomness can outperform deterministic networks by using amplification. We call such networks Coin-Flipping Neural Networks, or CFNNs. We show that a CF...