Fairness in streaming submodular maximization: Algorithms and hardness M El Halabi, S Mitrović, A Norouzi-Fard, J Tardos, JM Tarnawski Advances in Neural Information Processing Systems 33, 13609-13622, 2020 | 43 | 2020 |
Frank-Wolfe works for non-Lipschitz continuous gradient objectives: Scalable poisson phase retrieval G Odor, YH Li, A Yurtsever, YP Hsieh, Q Tran-Dinh, M El Halabi, V Cevher 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 33 | 2016 |
A totally unimodular view of structured sparsity M El Halabi, V Cevher Artificial Intelligence and Statistics, 223-231, 2015 | 31 | 2015 |
Optimal approximation for unconstrained non-submodular minimization M El Halabi, S Jegelka International Conference on Machine Learning, 3961-3972, 2020 | 30* | 2020 |
An efficient streaming algorithm for the submodular cover problem A Norouzi-Fard, A Bazzi, I Bogunovic, M El Halabi, YP Hsieh, V Cevher Advances in Neural Information Processing Systems 29, 2016 | 23 | 2016 |
Structured sparsity: Discrete and convex approaches A Kyrillidis, L Baldassarre, ME Halabi, Q Tran-Dinh, V Cevher Compressed Sensing and its Applications: MATHEON Workshop 2013, 341-387, 2015 | 21 | 2015 |
Combinatorial Penalties: Which structures are preserved by convex relaxations? M El Halabi, F Bach, V Cevher International Conference on Artificial Intelligence and Statistics, 1551-1560, 2018 | 14 | 2018 |
Data-efficient structured pruning via submodular optimization M El Halabi, S Srinivas, S Lacoste-Julien Advances in Neural Information Processing Systems 35, 36613-36626, 2022 | 13 | 2022 |
General proximal gradient method: A case for non-euclidean norms M El Halabi, YP Hsieh, B Vu, Q Nguyen, V Cevher | 4 | 2017 |
To convexify or not? regression with clustering penalties on graphs M El Halabi, L Baldassarre, V Cevher 2013 5th IEEE International Workshop on Computational Advances in Multi …, 2013 | 4 | 2013 |
Fairness in streaming submodular maximization over a matroid constraint M El Halabi, F Fusco, A Norouzi-Fard, J Tardos, J Tarnawski International Conference on Machine Learning, 9150-9171, 2023 | 3 | 2023 |
Learning with Structured Sparsity: From Discrete to Convex and Back. M El Halabi EPFL, 2018 | 3 | 2018 |
Difference of submodular minimization via DC programming M El Halabi, G Orfanides, T Hoheisel International Conference on Machine Learning, 9172-9201, 2023 | 2 | 2023 |
Fairness in submodular maximization over a matroid constraint M El Halabi, J Tarnawski, A Norouzi-Fard, TD Vuong International Conference on Artificial Intelligence and Statistics, 1027-1035, 2024 | 1 | 2024 |
Map estimation for Bayesian mixture models with submodular priors M El Halabi, L Baldassarre, V Cevher 2014 IEEE International Workshop on Machine Learning for Signal Processing …, 2014 | 1 | 2014 |
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging J Kim, M El Halabi, M Ji, HO Song Forty-first International Conference on Machine Learning, 0 | | |
Group ID U12179 A Alacaoglu, K Antonakopoulos, C Aprile, A Asaei, B Bah, L Baldassarre, ... | | |