submodular optimization

Differentially Private Decomposable Submodular Maximization AAAI 2021 Exploiting a Zoo of Checkpoints for Unseen Tasks NeurIPS 2021 Fair Influence Maximization: a Welfare Optimization Approach AAAI 2021 Finding Representative Interpretations on Convolutional Neural Networks ICCV 2021 GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning AAAI 2021 Greedy Search Algorithm for Mixed Precision in Post-Training Quantization of Convolutional Neural Network Inspired by Submodular Optimization ACML 2021 Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach NeurIPS 2021 Learning to Select Exogenous Events for Marked Temporal Point Process NeurIPS 2021 Minimum Robust Multi-Submodular Cover for Fairness AAAI 2021 Near-Optimal Data Source Selection for Bayesian Learning L4DC 2021 Online DR-Submodular Maximization: Minimizing Regret and Constraint Violation AAAI 2021 Online Non-Monotone DR-Submodular Maximization AAAI 2021 Online Submodular Resource Allocation with Applications to Rebalancing Shared Mobility Systems ICML 2021 Randomized Algorithms for Submodular Function Maximization with a k-System Constraint ICML 2021 Reusing Combinatorial Structure: Faster Iterative Projections over Submodular Base Polytopes NeurIPS 2021 Submodular + Concave NeurIPS 2021 Submodular Maximization subject to a Knapsack Constraint: Combinatorial Algorithms with Near-optimal Adaptive Complexity ICML 2021 Submodular Span, with Applications to Conditional Data Summarization AAAI 2021 The Power of Adaptivity for Stochastic Submodular Cover ICML 2021 Tracking Regret Bounds for Online Submodular Optimization AISTATS 2021 Training Data Subset Selection for Regression with Controlled Generalization Error ICML 2021 Adaptive Greedy versus Non-Adaptive Greedy for Influence Maximization AAAI 2020 A Multi-Unit Profit Competitive Mechanism for Cellular Traffic Offloading AAAI 2020 An Algorithm for Multi-Attribute Diverse Matching IJCAI 2020 apricot: Submodular selection for data summarization in Python JMLR 2020