26 citations · 27 across the 3 of their papers we have counts for
3 papers
Exact Spectral Norm Regularization for Neural Networks
Anton Johansson, Claes Strannegård, Niklas Engsner +1
We pursue a line of research that seeks to regularize the spectral norm of the Jacobian of the input-output mapping for deep neural networks. While previous work rely on upper boun…
Slope and generalization properties of neural networks
Anton Johansson, Niklas Engsner, Claes Strannegård +1
Neural networks are very successful tools in for example advanced classification. From a statistical point of view, fitting a neural network may be seen as a kind of regression, wh…
Error Rates for Unvalidated Medical Age Assessment Procedures
Petter Mostad, Fredrik Tamsen
During 2014-15 Sweden received asylum applications from more than 240.000 people, of which more than 40.000 were termed unaccompanied minors. In a large number of cases, claims by…