papers
Publications (2)
astro-ph.IM2017
Deep Convolutional Neural Networks as strong gravitational lens detectors
C. Schaefer, M. Geiger, T. Kuntzer +1
Future large-scale surveys with high resolution imaging will provide us with a few new strong galaxy-scale lenses. These strong lensing systems however will be contained in…
stat.ML2018
Comparing Dynamics: Deep Neural Networks versus Glassy Systems
M. Baity-Jesi, L. Sagun, M. Geiger +6
We analyze numerically the training dynamics of deep neural networks (DNN) by using methods developed in statistical physics of glassy systems. The two main issues we address are (…