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failure probability

3 papers

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Co-occurring keywords · papers mentioning both

neural network robustness (2) gradient-based estimation (1) rare event analysis (1) importance splitting (1) catastrophic failure (1) rare event simulation (1) adversarial evaluation (1) statistical hypothesis test (1) statistical robustness (1) safety-critical system (1)

Papers

Gradient-Informed Neural Network Statistical Robustness Estimation AISTATS 2023 Efficient Statistical Assessment of Neural Network Corruption Robustness NeurIPS 2021 Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic Failures ICLR 2019