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

Uncertainty-Aware Subset Selection for Robust Visual Explainability under Distribution Shifts WACV 2026

Greedily Maximizing Ex-Ante Fairness AAAI 2026

SHaSaM: Submodular Hard Sample Mining for Fair Facial Attribute Recognition WACV 2026

Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document AAAI 2025

Online Nonsubmodular Optimization with Delayed Feedback in the Bandit Setting AAAI 2025

Evaluating Compound AI Systems through Behaviors, Not Benchmarks EMNLP 2025

LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models NAACL 2025

LoRAverse: A Submodular Framework to Retrieve Diverse Adapters for Diffusion Models ICCV 2025

Online and Streaming Algorithms for Constrained k-Submodular Maximization AAAI 2025

Informative Path Planning with Limited Adaptivity AISTATS 2024

Seed Selection in the Heterogeneous Moran Process IJCAI 2024

Submodular Minimax Optimization: Finding Effective Sets AISTATS 2024

Weighted Envy-Freeness for Submodular Valuations AAAI 2024

Submodular-based In-context Example Selection for LLMs-based Machine Translation COLING 2024

STONE: A Submodular Optimization Framework for Active 3D Object Detection NIPS 2024

Submodular information selection for hypothesis testing with misclassification penalties L4DC 2024

Deep Submodular Peripteral Networks NIPS 2024

Sum-max Submodular Bandits AISTATS 2024

Combinatorial Stochastic-Greedy Bandit AAAI 2024

A Submodular Optimization Approach to Accountable Loan Approval AAAI 2024

Scalable Bicriteria Algorithms for Non-Monotone Submodular Cover AISTATS 2023

Diverse Approximations for Monotone Submodular Maximization Problems with a Matroid Constraint IJCAI 2023

Submodular Order Functions and Assortment Optimization ICML 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