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Patrick Henriksen
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Efficient Neural Network Verification via Adaptive Refinement and Adversarial Search
H Patrick, L Alessio
24th European Conference on Artificial Intelligence (ECAI20), 2020
138*2020
DEEPSPLIT: An Efficient Splitting Method for Neural Network Verification via Indirect Effect Analysis.
P Henriksen, A Lomuscio
IJCAI, 2549-2555, 2021
912021
Repairing misclassifications in neural networks using limited data
P Henriksen, F Leofante, A Lomuscio
Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 1031-1038, 2022
192022
Bias Field Robustness Verification of Large Neural Image Classifiers.
P Henriksen, K Hammernik, D Rueckert, A Lomuscio
BMVC, 202, 2021
182021
Verification-friendly networks: the case for parametric relus
F Leofante, P Henriksen, A Lomuscio
2023 International Joint Conference on Neural Networks (IJCNN), 1-9, 2023
72023
Efficient Neural Network Verification via Adaptive Refinement and Adversarial Search
P Henriksen, A Lomuscio
MSc. Dissertation. Imperial College London, 2019
62019
Robust training of neural networks against bias field perturbations
P Henriksen, A Lomuscio
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14865 …, 2023
22023
Methods and systems for robust training of neural networks
P Henriksen, A Lomuscio
US Patent App. 18/416,851, 2024
2024
Verifying Neural Networks
A Lomuscio, P Henriksen, P Kouvaros
US Patent App. 18/039,997, 2024
2024
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