| Implicit deep learning L El Ghaoui, F Gu, B Travacca, A Askari, A Tsai SIAM Journal on Mathematics of Data Science 3 (3), 930-958, 2021 | 157 | 2021 |
| 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 | 55 | 2020 |
| Lifted neural networks A Askari, G Negiar, R Sambharya, LE Ghaoui arXiv preprint arXiv:1805.01532, 2018 | 44 | 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 | 40 | 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 | 30 | 2017 |
| 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 | 25 | 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 | 20 | 2020 |
| Step-size adaptivity in projection-free optimization F Pedregosa, A Askari, G Negiar, M Jaggi arXiv preprint arXiv:1806.05123, 2018 | 18 | 2018 |
| Augmenting interpretable models with large language models during training C Singh, A Askari, R Caruana, J Gao Nature Communications 14 (1), 7913, 2023 | 9 | 2023 |
| Kernel-based outlier detection using the inverse Christoffel function A Askari, F Yang, LE Ghaoui arXiv preprint arXiv:1806.06775, 2018 | 8 | 2018 |
| Approximation bounds for sparse programs A Askari, A d'Aspremont, LE Ghaoui SIAM Journal on Mathematics of Data Science 4 (2), 514-530, 2022 | 6 | 2022 |
| Augmenting interpretable models with llms during training C Singh, A Askari, R Caruana, J Gao arXiv preprint arXiv:2209.11799, 2022 | 5 | 2022 |
| FANOK: Knockoffs in linear time A Askari, Q Rebjock, A d'Aspremont, LE Ghaoui SIAM Journal on Mathematics of Data Science 3 (3), 833-853, 2021 | 4 | 2021 |
| OPTML 2017: Lifted Neural Networks for Weight Initialization G Negiar, A Askari, F Pedregosa, L El Ghaoui | 3 | 2017 |
| Naive Feature Selection: A Nearly Tight Convex Relaxation for Sparse Naive Bayes A Askari, A d’Aspremont, L El Ghaoui Mathematics of Operations Research 49 (1), 278-296, 2024 | 1 | 2024 |
| Frankwolfe algorithm for exemplar selection G Cheng, A Askari, L El Ghaoui, K Ramchandran CoRR, abs, 1811 | 1 | 1811 |
| Efficient Optimization Algorithms for Machine Learning A Askari University of California, Berkeley, 2022 | | 2022 |
| 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
