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submodular function

121 papers

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Co-occurring keywords

submodular optimization (261) combinatorial optimization (1039) approximation algorithm (630) greedy algorithm (242) subset selection (90) cardinality constraint (71) feature selection (649) active learning (1301) submodular maximization (143) influence maximization (82)

Papers

Incentives for Early Arrival in Cooperative Games (Extended Abstract) IJCAI 2025
Deep Submodular Peripteral Networks NIPS 2024
1/2-Approximate MMS Allocation for Separable Piecewise Linear Concave Valuations AAAI 2024
Sum-max Submodular Bandits AISTATS 2024
SMART: Submodular Data Mixture Strategy for Instruction Tuning ACL 2024
Parallel Submodular Function Minimization NIPS 2023
Walkability Optimization: Formulations, Algorithms, and a Case Study of Toronto AAAI 2023
Triple Eagle: Simple, Fast and Practical Budget-Feasible Mechanisms NIPS 2023
Fast Feature Selection with Fairness Constraints AISTATS 2023
A Formal Perspective on Byte-Pair Encoding ACL 2023
A Unified Approach for Maximizing Continuous DR-submodular Functions NIPS 2023
High Probability Bounds for Stochastic Continuous Submodular Maximization AISTATS 2023
Bicriteria Approximation Algorithms for the Submodular Cover Problem NIPS 2023
Maximizing submodular functions under submodular constraints UAI 2023
Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions ICML 2023
Improving Attribution Methods by Learning Submodular Functions AISTATS 2022
The Triangle-Densest-K-Subgraph Problem: Hardness, Lovász Extension, and Application to Document Summarization AAAI 2022
I Will Have Order! Optimizing Orders for Fair Reviewer Assignment IJCAI 2022
PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection AAAI 2022
Lazy and Fast Greedy MAP Inference for Determinantal Point Process NIPS 2022
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection NIPS 2022
Joint Continuous and Discrete Model Selection via Submodularity JMLR 2022
Sparsification of Decomposable Submodular Functions AAAI 2022
Submodular Maximization in Clean Linear Time NIPS 2022
Faster Guarantees of Evolutionary Algorithms for Maximization of Monotone Submodular Functions IJCAI 2021