submodular function

PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection AAAI 2022 Sparsification of Decomposable Submodular Functions AAAI 2022 Submodular Maximization in Clean Linear Time NeurIPS 2022 The Triangle-Densest-K-Subgraph Problem: Hardness, Lovász Extension, and Application to Document Summarization AAAI 2022 Dynamic influence maximization NeurIPS 2021 Faster Guarantees of Evolutionary Algorithms for Maximization of Monotone Submodular Functions IJCAI 2021 Learning Generalized Intersection Over Union for Dense Pixelwise Prediction ICML 2021 Multi-Receiver Online Bayesian Persuasion ICML 2021 Online Submodular Resource Allocation with Applications to Rebalancing Shared Mobility Systems ICML 2021 Pareto Optimization for Subset Selection with Dynamic Partition Matroid Constraints AAAI 2021 Regularized Submodular Maximization at Scale ICML 2021 Stochastic $L^\natural$-convex Function Minimization NeurIPS 2021 Submodular combinatorial information measures with applications in machine learning ALT 2021 An Algorithm for Multi-Attribute Diverse Matching IJCAI 2020 Co-exposure Maximization in Online Social Networks NeurIPS 2020 Continuous Submodular Maximization: Beyond DR-Submodularity NeurIPS 2020 Coresets for Data-efficient Training of Machine Learning Models ICML 2020 From Sets to Multisets: Provable Variational Inference for Probabilistic Integer Submodular Models ICML 2020 Polytime Decomposition of Generalized Submodular Base Polytopes with Efficient Sampling ACML 2020 Querying to Find a Safe Policy under Uncertain Safety Constraints in Markov Decision Processes AAAI 2020 Coverage Centrality Maximization in Undirected Networks AAAI 2019 Distributionally Robust Submodular Maximization AISTATS 2019 Exploiting Social Influence to Control Elections Based on Scoring Rules IJCAI 2019 Greedy and IHT Algorithms for Non-convex Optimization with Monotone Costs of Non-zeros AISTATS 2019 Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints AAAI 2019