| Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization) Z Zhu, F Liu, GG Chrysos, V Cevher Advances in Neural Information Processing Systems (NeurIPS), 2022 | 12 | 2022 |
| Generalization Properties of NAS under Activation and Skip Connection Search Z Zhu, F Liu, GG Chrysos, V Cevher Advances in Neural Information Processing Systems (NeurIPS), 2022 | 12 | 2022 |
| Controlling the complexity and lipschitz constant improves polynomial nets Z Zhu, F Latorre, GG Chrysos, V Cevher International Conference on Learning Representations (ICLR), 2022 | 11 | 2022 |
| Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study Y Wu, Z Zhu, F Liu, GG Chrysos, V Cevher Advances in Neural Information Processing Systems (NeurIPS), 2022 | 8 | 2022 |
| Initialization matters: Privacy-utility analysis of overparameterized neural networks J Ye, Z Zhu, F Liu, R Shokri, V Cevher Advances in Neural Information Processing Systems 36, 2024 | 5 | 2024 |
| Benign overfitting in deep neural networks under lazy training Z Zhu, F Liu, G Chrysos, F Locatello, V Cevher International Conference on Machine Learning, 43105-43128, 2023 | 4 | 2023 |
| Sample Complexity Bounds for Score-Matching: Causal Discovery and Generative Modeling Z Zhu, F Locatello, V Cevher Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
| Group ID U12179 A Alacaoglu, K Antonakopoulos, C Aprile, A Asaei, B Bah, L Baldassarre, ... | | |
Volkan CevherAssociate Professor, LIONS, EPFL. Amazon Scholar.Verified email at epfl.ch
