Training Robust Neural Networks

ECE 285: Sum-of-Squares Optimization with Gaurav Singh and Varun Pawar
Lipschitz-constant estimates from LipSDP compared with other estimation methods as layer width grows

Implemented Lipschitz-constant based regularization for training robust neural networks and compared performance against L2 and other baseline techniques.

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