6 citations · 8 across the 6 of their papers we have counts for
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math.OC2022★ 2 cited
Lifted Bregman Training of Neural Networks
Xiaoyu Wang, Martin Benning
We introduce a novel mathematical formulation for the training of feed-forward neural networks with (potentially non-smooth) proximal maps as activation functions. This formulation…
math.OC2016★ 6 cited
Gradient descent in a generalised Bregman distance framework
Martin Benning, Marta M. Betcke, Matthias J. Ehrhardt +1
We discuss a special form of gradient descent that in the literature has become known as the so-called linearised Bregman iteration. The idea is to replace the classical (squared)…