Loay Mualem
5 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(3)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (3)
AISTATS (1)
IJCAI (1)
Top co-authors
Keywords
approximation algorithm
(3)
submodular maximization
(3)
continuous optimization
(2)
machine learning application
(2)
online algorithm
(2)
combinatorial optimization
(2)
polynomial time algorithm
(1)
dr-submodular maximization
(1)
dr-submodular function
(1)
offline algorithm
(1)
convex geometry
(1)
movie recommendation
(1)
image summarization
(1)
lowener ellipsoid
(1)
caratheodory theorem
(1)
convex set constraint
(1)
monotonicity ratio
(1)
lowner ellipsoid
(1)
model compression
(1)
neural network pruning
(1)
Papers
Practical $0.385$-Approximation for Submodular Maximization Subject to a Cardinality Constraint
NIPS 2024
Bridging the Gap between General and Down-Closed Convex Sets in Submodular Maximization
IJCAI 2024
Resolving the Approximability of Offline and Online Non-monotone DR-Submodular Maximization over General Convex Sets
AISTATS 2023
Using Partial Monotonicity in Submodular Maximization
NIPS 2022
Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions
NIPS 2022