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Marwa El Halabi
Marwa El Halabi
Research Scientist, Samsung, SAIL
samsung.com üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
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
532020
Optimal approximation for unconstrained non-submodular minimization
M El Halabi, S Jegelka
International Conference on Machine Learning, 3961-3972, 2020
37*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
352016
A totally unimodular view of structured sparsity
M El Halabi, V Cevher
Artificial Intelligence and Statistics, 223-231, 2015
312015
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
252016
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
232022
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
222015
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
172018
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
72023
Learning with Structured Sparsity: From Discrete to Convex and Back.
M El Halabi
EPFL, 2018
52018
General proximal gradient method: A case for non-euclidean norms
M El Halabi, YP Hsieh, B Vu, Q Nguyen, V Cevher
42017
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
42013
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
32024
Difference of submodular minimization via DC programming
M El Halabi, G Orfanides, T Hoheisel
International Conference on Machine Learning, 9172-9201, 2023
32023
LayerMerge: neural network depth compression through layer pruning and merging
J Kim, ME Halabi, M Ji, HO Song
arXiv preprint arXiv:2406.12837, 2024
22024
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
12014
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