Controlling the Complexity and Lipschitz Constant improves polynomial nets

Zhenyu Zhu, Fabian Latorre, Grigorios G Chrysos +1

While the class of Polynomial Nets demonstrates comparable performance to neural networks (NN), it currently has neither theoretical generalization characterization nor robustness…