2 code implementations • 8 Jun 2020 • Joseph Mellor, Jack Turner, Amos Storkey, Elliot J. Crowley
In this work, we examine the overlap of activations between datapoints in untrained networks and motivate how this can give a measure which is usefully indicative of a network's trained performance.
no code implementations • 16 Jan 2020 • Nikolaos Nikolaou, Joseph Mellor, Nikunj C. Oza, Gavin Brown
The outputs of the ensemble need to be properly calibrated before they can be used as probability estimates.