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MIA: Yaron Singer, Maximizing submodular functions exponentially faster; Primer: Adam Breuer
Regularized Submodular Maximization at Scale
Kent Quanrud: Streaming Algorithms for Submodular Function Maximization
Submodularity: Theory and Applications I
Submodularity: Theory and Applications II
A Nearly-linear Time Algorithm for Submodular Maximization with a Knapsack Constraint
Fast and Simple Algorithms for Constrained Submodular Maximization
Lecture 22: Non Monotone Submodular Maximisation 1
Nonconvex Optimization for High-dimensional Learning: From ReLUs to Submodular Maximization
10.6 Continuous Greedy, Part I
Improved Multi-Pass Streaming Algorithms for Submodular Maximization with Matroid Constraints
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Last Updated: August 17, 2026
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