A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness

Neural Information Processing Systems 

While neural networks can enjoy an outstanding flexibility and exhibit unprecedented performance, the mechanism behind their behavior is still not well-understood.

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