Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks

no code implementations • 5 Nov 2016 • Farkhondeh Kiaee, Christian Gagné, Mahdieh Abbasi

This method alternates between promoting the sparsity of the network and optimizing the recognition performance, which allows us to exploit the two-part structure of the corresponding objective functions.