no code implementations • 25 Sep 2019 • Alexandre Lemire Paquin, Brahim Chaib-Draa, Philippe Giguère
One approach to try to exploit such understanding would be to then make the bias explicit in the loss function.
no code implementations • 1 Jan 2021 • Alexandre Lemire Paquin, Brahim Chaib-Draa, Philippe Giguère
We prove new generalization bounds for stochastic gradient descent for both the convex and non-convex case.