submodular optimization

Budgeted Online Influence Maximization ICML 2020 Coresets for Data-efficient Training of Machine Learning Models ICML 2020 Decisions, Counterfactual Explanations and Strategic Behavior NeurIPS 2020 Fast and Private Submodular and k-Submodular Functions Maximization with Matroid Constraints ICML 2020 From Sets to Multisets: Provable Variational Inference for Probabilistic Integer Submodular Models ICML 2020 Fully Dynamic Algorithm for Constrained Submodular Optimization NeurIPS 2020 Gradient Method for Continuous Influence Maximization with Budget-Saving Considerations AAAI 2020 Learning to Select Base Classes for Few-Shot Classification CVPR 2020 Multi-Objective Multi-Agent Planning for Jointly Discovering and Tracking Mobile Objects AAAI 2020 Non-monotone DR-submodular Maximization over General Convex Sets IJCAI 2020 On Maximization of Weakly Modular Functions: Guarantees of Multi-stage Algorithms, Tractability, and Hardness AISTATS 2020 On the Max-Min Fair Stochastic Allocation of Indivisible Goods AAAI 2020 On the Unreasonable Effectiveness of the Greedy Algorithm: Greedy Adapts to Sharpness ICML 2020 Optimal Approximation - Smoothness Tradeoffs for Soft-Max Functions NeurIPS 2020 Optimization of Chance-Constrained Submodular Functions AAAI 2020 Querying to Find a Safe Policy under Uncertain Safety Constraints in Markov Decision Processes AAAI 2020 Regression under Human Assistance AAAI 2020 Robust Multiple-Path Orienteering Problem: Securing Against Adversarial Attacks RSS 2020 Robust Sequence Submodular Maximization NeurIPS 2020 Submodular Meta-Learning NeurIPS 2020 ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery AISTATS 2019 Adaptive Sequence Submodularity NeurIPS 2019 A Memoization Framework for Scaling Submodular Optimization to Large Scale Problems AISTATS 2019 An Efficient Evolutionary Algorithm for Minimum Cost Submodular Cover IJCAI 2019 A Submodular Feature-Aware Framework for Label Subset Selection in Extreme Classification Problems NAACL 2019