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submodular optimization

261 papers

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Also known as

SMI

Co-occurring keywords

greedy algorithm (242) approximation algorithm (630) submodular function (121) combinatorial optimization (1039) cardinality constraint (71) active learning (1295) submodular maximization (142) approximation guarantee (65) subset selection (88) influence maximization (82)

Papers

Submodular Order Functions and Assortment Optimization ICML 2023
INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models EMNLP 2023
Online Learning for Non-monotone DR-Submodular Maximization: From Full Information to Bandit Feedback AISTATS 2023
Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits ICML 2023
Constrained Submodular Optimization for Vaccine Design AAAI 2023
H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models NIPS 2023
DITTO: Data-efficient and Fair Targeted Subset Selection for ASR Accent Adaptation ACL 2023
Detecting Sources of Healthcare Associated Infections AAAI 2023
Triple Eagle: Simple, Fast and Practical Budget-Feasible Mechanisms NIPS 2023
Diverse Approximations for Monotone Submodular Maximization Problems with a Matroid Constraint IJCAI 2023
Scalable Bicriteria Algorithms for Non-Monotone Submodular Cover AISTATS 2023
Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models ICML 2023
Dynamic Constrained Submodular Optimization with Polylogarithmic Update Time ICML 2023
Fair Allocation of Indivisible Chores: Beyond Additive Costs NIPS 2023
Invasion Dynamics in the Biased Voter Process IJCAI 2022
Improved Parallel Algorithm for Minimum Cost Submodular Cover Problem COLT 2022
PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection AAAI 2022
Data-Efficient Structured Pruning via Submodular Optimization NIPS 2022
The Structured Abstain Problem and the Lovász Hinge COLT 2022
Minimax Optimization: The Case of Convex-Submodular AISTATS 2022
Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection CVPR 2022
One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization ACML 2022
Style Neophile: Constantly Seeking Novel Styles for Domain Generalization CVPR 2022
Robustness in Multi-Objective Submodular Optimization: a Quantile Approach ICML 2022
PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information ICML 2022