Guy Katz
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126
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2026
Neural Network Verification using Partial Multi-Neuron Relaxation
The paper introduces partial multi-neuron relaxation, a novel verification technique that selectively computes tight linear bounds for a small subset of neurons to improve the efficiency and tightness of neural network safety verification.
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