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Christopher A. Strong
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Algorithms for verifying deep neural networks
C Liu, T Arnon, C Lazarus, C Strong, C Barrett, MJ Kochenderfer
Foundations and Trends® in Optimization 4 (3-4), 244-404, 2021
3982021
Verification of image-based neural network controllers using generative models
SM Katz, AL Corso, CA Strong, MJ Kochenderfer
Journal of Aerospace Information Systems 19 (9), 574-584, 2022
402022
Global optimization of objective functions represented by ReLU networks
CA Strong, H Wu, A Zeljiĉ, KD Julian, G Katz, C Barrett, MJ Kochenderfer
Machine Learning, 1-28, 2021
332021
Generating probabilistic safety guarantees for neural network controllers
SM Katz, KD Julian, CA Strong, MJ Kochenderfer
Machine Learning, 1-29, 2021
72021
ZoPE: A Fast Optimizer for ReLU Networks with Low-Dimensional Inputs
CA Strong, SM Katz, AL Corso, MJ Kochenderfer
NASA Formal Methods: 14th International Symposium, NFM 2022, Pasadena, CA …, 2022
32022
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