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Tong Chen
Tong Chen
Postdoc researcher, University of Copenhagen
Adresse e-mail validée de di.ku.dk - Page d'accueil
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Semialgebraic optimization for lipschitz constants of relu networks
T Chen, JB Lasserre, V Magron, E Pauwels
Advances in Neural Information Processing Systems 33, 19189-19200, 2020
562020
Semialgebraic representation of monotone deep equilibrium models and applications to certification
T Chen, JB Lasserre, V Magron, E Pauwels
Advances in Neural Information Processing Systems 34, 27146-27159, 2021
232021
A sublevel moment-SOS hierarchy for polynomial optimization
T Chen, JB Lasserre, V Magron, E Pauwels
Computational Optimization and Applications 81 (1), 31-66, 2022
92022
Robustness verification of neural networks using polynomial optimization
T Chen
Université Paul Sabatier-Toulouse III, 2022
12022
Adversarial Fine-tuning of Compressed Neural Networks for Joint Improvement of Robustness and Efficiency
H Thorsteinsson, VJ Henriksen, T Chen, R Selvan
arXiv preprint arXiv:2403.09441, 2024
2024
Is Adversarial Training with Compressed Datasets Effective?
T Chen, R Selvan
arXiv preprint arXiv:2402.05675, 2024
2024
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