Global Optimality Beyond Two Layers: Training Deep ReLU Networks via
Convex Programs
Tolga Ergen 1 Mert Pilanci 1
Abstract Output
Understanding the fundamental mechanism be-
hind the success of deep neural networks is one
of the key challenges in the modern machine
learning literature. Despite numerous attempts, a
solid theoretical analysis is yet to be developed.
In this paper, we develop a novel u ...


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