A single-layer Lipschitz bound for pruning is correct, but the paper's additive multi-layer bound is false and the control-safety framing is unsupported.
Barbara, Ruigang Wang, and Ian R
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Closed-Form Robustness Bounds for Second-Order Pruning of Neural Controller Policies
A single-layer Lipschitz bound for pruning is correct, but the paper's additive multi-layer bound is false and the control-safety framing is unsupported.