Marwa El Halabi

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 18

Top Topics

Structured Sparsity

Greedy Algorithm

Hard Constraints

Submodular Functions

Top Venues

Publications

Marwa El Halabi, Jakub Tarnawski, Ashkan Norouzi-Fard, Thuy-Duong Vuong
Fairness in Submodular Maximization over a Matroid Constraint. AISTATS (2024)
Jinuk Kim, Marwa El Halabi, Mingi Ji, Hyun Oh Song
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging. CoRR (2024)
Marwa El Halabi, Jakub Tarnawski, Ashkan Norouzi-Fard, Thuy-Duong Vuong
Fairness in Submodular Maximization over a Matroid Constraint. CoRR (2023)
Marwa El Halabi, Federico Fusco, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski
Fairness in Streaming Submodular Maximization over a Matroid Constraint. CoRR (2023)
Marwa El Halabi, George Orfanides, Tim Hoheisel
Difference of submodular minimization via DC programming. ICML (2023)
Marwa El Halabi, Federico Fusco, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski
Fairness in Streaming Submodular Maximization over a Matroid Constraint. ICML (2023)
Marwa El Halabi, George Orfanides, Tim Hoheisel
Difference of Submodular Minimization via DC Programming. CoRR (2023)
Marwa El Halabi, Suraj Srinivas, Simon Lacoste-Julien
Data-Efficient Structured Pruning via Submodular Optimization. NeurIPS (2022)
Marwa El Halabi, Suraj Srinivas, Simon Lacoste-Julien
Data-Efficient Structured Pruning via Submodular Optimization. CoRR (2022)
Marwa El Halabi, Stefanie Jegelka
Optimal approximation for unconstrained non-submodular minimization. ICML (2020)
Marwa El Halabi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski
Fairness in Streaming Submodular Maximization: Algorithms and Hardness. NeurIPS (2020)
Marwa El Halabi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski
Fairness in Streaming Submodular Maximization: Algorithms and Hardness. CoRR (2020)
Marwa El Halabi, Stefanie Jegelka
Minimizing approximately submodular functions. CoRR (2019)
Marwa El Halabi, Francis R. Bach, Volkan Cevher
Combinatorial Penalties: Which structures are preserved by convex relaxations? AISTATS (2018)
Marwa El Halabi, Francis R. Bach, Volkan Cevher
Combinatorial Penalties: Which structures are preserved by convex relaxations? CoRR (2017)
Gergely Ódor, Yen-Huan Li, Alp Yurtsever, Ya-Ping Hsieh, Quoc Tran-Dinh, Marwa El Halabi, Volkan Cevher
Frank-Wolfe works for non-Lipschitz continuous gradient objectives: Scalable poisson phase retrieval. ICASSP (2016)
Ashkan Norouzi-Fard, Abbas Bazzi, Ilija Bogunovic, Marwa El Halabi, Ya-Ping Hsieh, Volkan Cevher
An Efficient Streaming Algorithm for the Submodular Cover Problem. NIPS (2016)
Ashkan Norouzi-Fard, Abbas Bazzi, Marwa El Halabi, Ilija Bogunovic, Ya-Ping Hsieh, Volkan Cevher
An Efficient Streaming Algorithm for the Submodular Cover Problem. CoRR (2016)
Marwa El Halabi, Volkan Cevher
A totally unimodular view of structured sparsity. AISTATS (2015)
Anastasios Kyrillidis, Luca Baldassarre, Marwa El Halabi, Quoc Tran-Dinh, Volkan Cevher
Structured Sparsity: Discrete and Convex approaches. CoRR (2015)
Marwa El Halabi, Volkan Cevher
A totally unimodular view of structured sparsity. CoRR (2014)
Marwa El Halabi, Luca Baldassarre, Volkan Cevher
Map estimation for Bayesian mixture models with submodular priors. MLSP (2014)
Marwa El Halabi, Luca Baldassarre, Volkan Cevher
To convexify or not? Regression with clustering penalties on graphs. CAMSAP (2013)