| Conservative set valued fields, automatic differentiation, stochastic gradient methods and deep learning J Bolte, E Pauwels Mathematical Programming, 1-33, 2020 | 24* | 2020 |
| Effect of adaptive and cooperative adaptive cruise control on throughput of signalized arterials A Askari, DA Farias, AA Kurzhanskiy, P Varaiya 2017 IEEE Intelligent Vehicles Symposium (IV), 1287-1292, 2017 | 21 | 2017 |
| Lifted neural networks A Askari, G Negiar, R Sambharya, LE Ghaoui arXiv preprint arXiv:1805.01532, 2018 | 20 | 2018 |
| Fenchel lifted networks: A lagrange relaxation of neural network training F Gu, A Askari, L El Ghaoui International Conference on Artificial Intelligence and Statistics, 3362-3371, 2020 | 13 | 2020 |
| Implicit deep learning L El Ghaoui, F Gu, B Travacca, A Askari, AY Tsai arXiv preprint arXiv:1908.06315 2, 2019 | 12 | 2019 |
| Step-size adaptivity in projection-free optimization F Pedregosa, A Askari, G Negiar, M Jaggi arXiv preprint arXiv:1806.05123, 2018 | 12 | 2018 |
| Measuring impact of adaptive and cooperative adaptive cruise control on throughput of signalized intersections A Askari, DA Farias, AA Kurzhanskiy, P Varaiya arXiv preprint arXiv:1611.08973, 2016 | 12 | 2016 |
| Naive feature selection: Sparsity in naive Bayes A Askari, A d’Aspremont, L El Ghaoui International Conference on Artificial Intelligence and Statistics, 1813-1822, 2020 | 8 | 2020 |
| Linearly convergent Frank-Wolfe with backtracking line-search F Pedregosa, G Negiar, A Askari, M Jaggi International Conference on Artificial Intelligence and Statistics, 1-10, 2020 | 6 | 2020 |
| Kernel-based outlier detection using the inverse christoffel function A Askari, F Yang, LE Ghaoui arXiv preprint arXiv:1806.06775, 2018 | 3 | 2018 |
| FANOK: Knockoffs in Linear Time A Askari, Q Rebjock, A d'Aspremont, LE Ghaoui arXiv preprint arXiv:2006.08790, 2020 | 1 | 2020 |
| OPTML 2017: Lifted Neural Networks for Weight Initialization G Negiar, A Askari, F Pedregosa, L El Ghaoui | 1 | 2017 |
| Frank-Wolfe Algorithm for Exemplar Selection. G Cheng, A Askari, L El Ghaoui, K Ramchandran CoRR, abs, 1811 | 1 | 1811 |
| Implicit Deep Learning LE Ghaoui, F Gu, B Travacca, A Askari, AY Tsai arXiv preprint arXiv:1908.06315, 2019 | | 2019 |
| Linearly Convergent Frank-Wolfe Made Practical G Négiar, A Askari, M Jaggi, F Pedregosa | | |
Laurent El GhaouiUC Berkeley (EECS, IEOR)Verified email at berkeley.edu
