William ClemensThe VC Dimension and the Maths of OverfittingIt’s widely known that models that have too much capacity can overfit data. But what exactly is capacity?Aug 22, 2018Aug 22, 2018
William ClemensSeries Expansions, Gradient Boosting and Residual ConnectionsResidual, or skip, connections in CNN’s can seem a little unintuitive when you first meet them and I found the first explanation I heard…Aug 20, 2018Aug 20, 2018