Smooth Loss Functions for Deep Top-k Classification L Berrada, A Zisserman, MP Kumar International Conference on Learning Representations, 2018 | 38 | 2018 |
Deep Frank-Wolfe For Neural Network Optimization L Berrada, A Zisserman, MP Kumar International Conference on Learning Representations, 2019 | 13 | 2019 |
Trusting SVM for piecewise linear CNNs L Berrada, A Zisserman, MP Kumar International Conference on Learning Representations, 2017 | 12 | 2017 |
Training neural networks for and by interpolation L Berrada, A Zisserman, MP Kumar International Conference on Machine Learning, 2020 | 7 | 2020 |
Verifying Probabilistic Specifications with Functional Lagrangians L Berrada, S Dathathri, R Stanforth, R Bunel, J Uesato, S Gowal, ... arXiv preprint arXiv:2102.09479, 2021 | | 2021 |
Leveraging structure for optimization in deep learning L Berrada University of Oxford, 2019 | | 2019 |