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 | 56 | 2020 |
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 | 23 | 2021 |
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 | 9 | 2022 |
Robustness verification of neural networks using polynomial optimization T Chen Université Paul Sabatier-Toulouse III, 2022 | 1 | 2022 |
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 |