Marwa El Halabi

29 papers A* 8A 3Misc 1Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A* conf
Discrete and Continuous Difference of Submodular Minimization.
ICML
George Orfanides, Tim Hoheisel, Marwa El Halabi
2025 J jnl
Discrete and Continuous Difference of Submodular Minimization.
CoRR
George Orfanides, Tim Hoheisel, Marwa El Halabi
2025 A* conf
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance.
ICML
Jinuk Kim, Marwa El Halabi, Wonpyo Park, Clemens J. S. Schaefer, Deokjae Lee, Yeonhong Park, Jae W. Lee, Hyun Oh Song
2025 J jnl
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance.
CoRR
Jinuk Kim, Marwa El Halabi, Wonpyo Park, Clemens JS Schaefer, Deokjae Lee, Yeonhong Park, Jae W. Lee, Hyun Oh Song
2024 A conf
Fairness in Submodular Maximization over a Matroid Constraint.
AISTATS
Marwa El Halabi, Jakub Tarnawski, Ashkan Norouzi-Fard, Thuy-Duong Vuong
2024 A* conf
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging.
ICML
Jinuk Kim, Marwa El Halabi, Mingi Ji, Hyun Oh Song
2024 J jnl
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging.
CoRR
Jinuk Kim, Marwa El Halabi, Mingi Ji, Hyun Oh Song
2023 J jnl
Difference of Submodular Minimization via DC Programming.
CoRR
Marwa El Halabi, George Orfanides, Tim Hoheisel
2023 A* conf
Difference of submodular minimization via DC programming.
ICML
Marwa El Halabi, George Orfanides, Tim Hoheisel
2023 A* conf
Fairness in Streaming Submodular Maximization over a Matroid Constraint.
ICML
Marwa El Halabi, Federico Fusco, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski
2023 J jnl
Fairness in Streaming Submodular Maximization over a Matroid Constraint.
CoRR
Marwa El Halabi, Federico Fusco, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski
2023 J jnl
Fairness in Submodular Maximization over a Matroid Constraint.
CoRR
Marwa El Halabi, Jakub Tarnawski, Ashkan Norouzi-Fard, Thuy-Duong Vuong
2022 A* conf
Data-Efficient Structured Pruning via Submodular Optimization.
NeurIPS
Marwa El Halabi, Suraj Srinivas, Simon Lacoste-Julien
2022 J jnl
Data-Efficient Structured Pruning via Submodular Optimization.
CoRR
Marwa El Halabi, Suraj Srinivas, Simon Lacoste-Julien
2020 A* conf
Fairness in Streaming Submodular Maximization: Algorithms and Hardness.
NeurIPS
Marwa El Halabi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski
2020 J jnl
Fairness in Streaming Submodular Maximization: Algorithms and Hardness.
CoRR
Marwa El Halabi, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski
2020 A* conf
Optimal approximation for unconstrained non-submodular minimization.
ICML
Marwa El Halabi, Stefanie Jegelka
2019 J jnl
Minimizing approximately submodular functions.
CoRR
Marwa El Halabi, Stefanie Jegelka
2018 A conf
Combinatorial Penalties: Which structures are preserved by convex relaxations?
AISTATS
Marwa El Halabi, Francis R. Bach, Volkan Cevher
2018 — —
Learning with Structured Sparsity: From Discrete to Convex and Back.
Marwa El Halabi
2017 J jnl
Combinatorial Penalties: Which structures are preserved by convex relaxations?
CoRR
Marwa El Halabi, Francis R. Bach, Volkan Cevher
2016 — conf
An Efficient Streaming Algorithm for the Submodular Cover Problem.
NIPS
Ashkan Norouzi-Fard, Abbas Bazzi, Ilija Bogunovic, Marwa El Halabi, Ya-Ping Hsieh, Volkan Cevher
2016 J jnl
An Efficient Streaming Algorithm for the Submodular Cover Problem.
CoRR
Ashkan Norouzi-Fard, Abbas Bazzi, Marwa El Halabi, Ilija Bogunovic, Ya-Ping Hsieh, Volkan Cevher
2016 Misc conf
Frank-Wolfe works for non-Lipschitz continuous gradient objectives: Scalable poisson phase retrieval.
ICASSP
Gergely Ódor, Yen-Huan Li, Alp Yurtsever, Ya-Ping Hsieh, Quoc Tran-Dinh, Marwa El Halabi, Volkan Cevher
2015 A conf
A totally unimodular view of structured sparsity.
AISTATS
Marwa El Halabi, Volkan Cevher
2015 J jnl
Structured Sparsity: Discrete and Convex approaches.
CoRR
Anastasios Kyrillidis, Luca Baldassarre, Marwa El Halabi, Quoc Tran-Dinh, Volkan Cevher
2014 J jnl
A totally unimodular view of structured sparsity.
CoRR
Marwa El Halabi, Volkan Cevher
2014 — conf
Map estimation for Bayesian mixture models with submodular priors.
MLSP
Marwa El Halabi, Luca Baldassarre, Volkan Cevher
2013 — conf
To convexify or not? Regression with clustering penalties on graphs.
CAMSAP
Marwa El Halabi, Luca Baldassarre, Volkan Cevher