Tor Lattimore

Online Learning with Gated Linear Networks

2017 · arXiv (Cornell University)

This paper describes a family of probabilistic architectures designed for online learning under the logarithmic loss. Rather than relying on non-linear transfer functions, our method gains representational power by the use of data conditioning. We …