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lipschitz bound

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neural network (3) adversarial robustness (2) certified robustness (2) robust interpolation (1) law of robustness (1) graph neural network (1) provable robustness (1) quadratic constraint (1) pooling operator (1) lipshitz bound (1)

Papers

A Rescaling-Invariant Lipschitz Bound Based on Path-Metrics for Modern ReLU Network Parameterizations ICML 2025 Aligning Relational Learning with Lipschitz Fairness ICLR 2024 Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted Activations ICLR 2024 A Law of Robustness beyond Isoperimetry ICML 2023 Globally-Robust Neural Networks ICML 2021 Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds NeurIPS 2021 Lipschitz Bounds and Provably Robust Training by Laplacian Smoothing NeurIPS 2020 Signal recovery from Pooling Representations ICML 2014