submodular maximization

Optimal Sampling Gaps for Adaptive Submodular Maximization AAAI 2022 Streaming Algorithm for Monotone k-Submodular Maximization with Cardinality Constraints ICML 2022 Using Partial Monotonicity in Submodular Maximization NeurIPS 2022 Adaptive Sampling for Fast Constrained Maximization of Submodular Functions AISTATS 2021 Adaptivity in Adaptive Submodularity COLT 2021 Best of Both Worlds: Practical and Theoretically Optimal Submodular Maximization in Parallel NeurIPS 2021 Cardinality constrained submodular maximization for random streams NeurIPS 2021 Differentiable Greedy Algorithm for Monotone Submodular Maximization: Guarantees, Gradient Estimators, and Applications AISTATS 2021 Differentially Private Monotone Submodular Maximization Under Matroid and Knapsack Constraints AISTATS 2021 Differentially Private Online Submodular Maximization AISTATS 2021 Instance Specific Approximations for Submodular Maximization ICML 2021 Learning to Make Decisions via Submodular Regularization ICLR 2021 Multi-Objective Submodular Maximization by Regret Ratio Minimization with Theoretical Guarantee AAAI 2021 Nearly Linear-Time, Parallelizable Algorithms for Non-Monotone Submodular Maximization AAAI 2021 Online Risk-Averse Submodular Maximization IJCAI 2021 Optimal Algorithms for Submodular Maximization with Distributed Constraints L4DC 2021 Projection-free Decentralized Online Learning for Submodular Maximization over Time-Varying Networks JMLR 2021 Quick Streaming Algorithms for Maximization of Monotone Submodular Functions in Linear Time AISTATS 2021 Regularized Submodular Maximization at Scale ICML 2021 Sample Efficient Decentralized Stochastic Frank-Wolfe Methods for Continuous DR-Submodular Maximization IJCAI 2021 Submodular Maximization subject to a Knapsack Constraint: Combinatorial Algorithms with Near-optimal Adaptive Complexity ICML 2021 Tracking Regret Bounds for Online Submodular Optimization AISTATS 2021 Adaptive Submodular Maximization under Stochastic Item Costs COLT 2020 A Single Recipe for Online Submodular Maximization with Adversarial or Stochastic Constraints NeurIPS 2020 Black Box Submodular Maximization: Discrete and Continuous Settings AISTATS 2020