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Marco Casadio
Marco Casadio
Verifierad e-postadress på hw.ac.uk
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Neural network robustness as a verification property: a principled case study
M Casadio, E Komendantskaya, ML Daggitt, W Kokke, G Katz, G Amir, ...
International Conference on Computer Aided Verification, 219-231, 2022
312022
The Vehicle Tutorial: Neural Network Verification with Vehicle
M Daggitt, W Kokke, E Komendantskaya, R Atkey, L Arnaboldi, N Slusarz, ...
Workshop on Formal Methods for ML-Enabled Autonomous Systems 16, 1-5, 2023
42023
ANTONIO: Towards a Systematic Method of Generating NLP Benchmarks for Verification
M Casadio, L Arnaboldi, ML Daggitt, O Isac, T Dinkar, D Kienitz, V Rieser, ...
arXiv preprint arXiv:2305.04003, 2023
22023
Property-driven Training: All You (N) Ever Wanted to Know About.
M Casadio, ML Daggitt, E Komendantskaya, W Kokke, D Kienitz, ...
arXiv preprint arXiv 2104, 2021
12021
NLP Verification: Towards a General Methodology for Certifying Robustness
M Casadio, T Dinkar, E Komendantskaya, L Arnaboldi, O Isac, ML Daggitt, ...
arXiv preprint arXiv:2403.10144, 2024
2024
Why Robust Natural Language Understanding is a Challenge
M Casadio, E Komendantskaya, V Rieser, ML Daggitt, D Kienitz, ...
arXiv preprint arXiv:2206.14575, 2022
2022
Network robustness as a mathematical property: training, evaluation and attack
M Casadio, ML Daggitt, E Komendantskaya, W Kokke, R Stewart
2021
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Artiklar 1–7