Marwa El Halabi
12 papers · 2015–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Cross-Pollinator (5) πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
π
Conference Polyglot
(3)
π
Academic Marathon
(10)
π§¬
Topic Evolution
π
Century Club
(12)
β
The Questioner
Conferences
ICML (6)
AISTATS (3)
NIPS (3)
Top co-authors
Keywords
combinatorial optimization
(3)
approximation algorithm
(3)
submodular maximization
(3)
streaming algorithm
(3)
submodular optimization
(2)
fair machine learning
(2)
matroid constraint
(2)
convex relaxation
(2)
cardinality constraint
(1)
dc programming
(1)
linear programming
(1)
impossibility result
(1)
representative selection
(1)
greedy algorithm
(1)
approximation guarantee
(1)
structured sparsity
(1)
data selection
(1)
submodular minimization
(1)
data stream
(1)
support recovery
(1)
Papers
Discrete and Continuous Difference of Submodular Minimization
ICML 2025
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance
ICML 2025
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging
ICML 2024
Fairness in Submodular Maximization over a Matroid Constraint
AISTATS 2024
Fairness in Streaming Submodular Maximization over a Matroid Constraint
ICML 2023
Difference of submodular minimization via DC programming
ICML 2023
Data-Efficient Structured Pruning via Submodular Optimization
NIPS 2022
Optimal approximation for unconstrained non-submodular minimization
ICML 2020
Fairness in Streaming Submodular Maximization: Algorithms and Hardness
NIPS 2020
Combinatorial Penalties: Which structures are preserved by convex relaxations?
AISTATS 2018
An Efficient Streaming Algorithm for the Submodular Cover Problem
NIPS 2016
A totally unimodular view of structured sparsity
AISTATS 2015