Slot Machines: Discovering Winning Combinations of Random Weights in Neural Networks

Maxwell Mbabilla Aladago, Lorenzo Torresani

Abstract: In contrast to traditional weight optimization in a continuous space, we demonstrate the existence of effective random networks whose weights are never updated. By selecting a weight among a fixed ...