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Abstract: We consider deep neural networks (DNNs) with a Lipschitz continuous activation function and with weight matrices of variable widths. We establish a uniform convergence analysis framework in ...
Abstract: It has been shown that optimizing quadratic costs for affine control systems subject to state and control constraints can be reduced to a sequence of Quadratic Programs (QPs) using Control ...
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