El Halabi, Marwa

12 publications

ICML 2025 Discrete and Continuous Difference of Submodular Minimization George Orfanides, Tim Hoheisel, Marwa El Halabi

ICML 2025 GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance Jinuk Kim, Marwa El Halabi, Wonpyo Park, Clemens Js Schaefer, Deokjae Lee, Yeonhong Park, Jae W. Lee, Hyun Oh Song

AISTATS 2024 Fairness in Submodular Maximization over a Matroid Constraint Marwa El Halabi, Jakub Tarnawski, Ashkan Norouzi-Fard, Thuy-Duong Vuong

ICML 2024 LayerMerge: Neural Network Depth Compression Through Layer Pruning and Merging Jinuk Kim, Marwa El Halabi, Mingi Ji, Hyun Oh Song

ICML 2023 Difference of Submodular Minimization via DC Programming Marwa El Halabi, George Orfanides, Tim Hoheisel

ICML 2023 Fairness in Streaming Submodular Maximization over a Matroid Constraint Marwa El Halabi, Federico Fusco, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski

NeurIPS 2022 Data-Efficient Structured Pruning via Submodular Optimization Marwa El Halabi, Suraj Srinivas, Simon Lacoste-Julien

NeurIPS 2020 Fairness in Streaming Submodular Maximization: Algorithms and Hardness Marwa El Halabi, Slobodan Mitrović, Ashkan Norouzi-Fard, Jakab Tardos, Jakub M Tarnawski

ICML 2020 Optimal Approximation for Unconstrained Non-Submodular Minimization Marwa El Halabi, Stefanie Jegelka

AISTATS 2018 Combinatorial Penalties: Which Structures Are Preserved by Convex Relaxations? Marwa El Halabi, Francis R. Bach, Volkan Cevher

NeurIPS 2016 An Efficient Streaming Algorithm for the Submodular Cover Problem Ashkan Norouzi-Fard, Abbas Bazzi, Ilija Bogunovic, Marwa El Halabi, Ya-Ping Hsieh, Volkan Cevher

AISTATS 2015 A Totally Unimodular View of Structured Sparsity Marwa El Halabi, Volkan Cevher