submodular optimization

Now We’re Talking: Better Deliberation Groups through Submodular Optimization AAAI 2023 Online Learning for Non-monotone DR-Submodular Maximization: From Full Information to Bandit Feedback AISTATS 2023 PROTEGE: Prompt-based Diverse Question Generation from Web Articles EMNLP 2023 Scalable Bicriteria Algorithms for Non-Monotone Submodular Cover AISTATS 2023 Submodular Order Functions and Assortment Optimization ICML 2023 Triple Eagle: Simple, Fast and Practical Budget-Feasible Mechanisms NeurIPS 2023 Walkability Optimization: Formulations, Algorithms, and a Case Study of Toronto AAAI 2023 Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection CVPR 2022 Data-Efficient Structured Pruning via Submodular Optimization NeurIPS 2022 Diverse Client Selection for Federated Learning via Submodular Maximization ICLR 2022 Fixation Maximization in the Positional Moran Process AAAI 2022 Improved Parallel Algorithm for Minimum Cost Submodular Cover Problem COLT 2022 Invasion Dynamics in the Biased Voter Process IJCAI 2022 I Will Have Order! Optimizing Orders for Fair Reviewer Assignment IJCAI 2022 Minimax Optimization: The Case of Convex-Submodular AISTATS 2022 Near-Optimal Multi-Agent Learning for Safe Coverage Control NeurIPS 2022 One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization ACML 2022 PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information ICML 2022 PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection AAAI 2022 Robustness in Multi-Objective Submodular Optimization: a Quantile Approach ICML 2022 Style Neophile: Constantly Seeking Novel Styles for Domain Generalization CVPR 2022 The Structured Abstain Problem and the Lovász Hinge COLT 2022 Approximation algorithm for submodular maximization under submodular cover UAI 2021 Batch greedy maximization of non-submodular functions: Guarantees and applications to experimental design JMLR 2021 Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity ICLR 2021