Marwa El Halabi
Marwa El Halabi
Postdoctoral associate, CSAIL, MIT
Verified email at
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A totally unimodular view of structured sparsity
M El Halabi, V Cevher
Artificial Intelligence and Statistics, 223-231, 2015
Structured sparsity: Discrete and convex approaches
A Kyrillidis, L Baldassarre, M El Halabi, Q Tran-Dinh, V Cevher
Compressed Sensing and its Applications, 341-387, 2015
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
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, 4493-4501, 2016
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
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
General proximal gradient method: A case for non-euclidean norms
M El Halabi, YP Hsieh, B Vu, Q Nguyen, V Cevher
Optimal approximation for unconstrained non-submodular minimization
ME Halabi, S Jegelka
arXiv preprint arXiv:1905.12145, 2019
Learning with Structured Sparsity: From Discrete to Convex and Back.
M El Halabi
EPFL, 2018
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
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