submodular maximization

Non-monotone Submodular Maximization with Nearly Optimal Adaptivity and Query Complexity ICML 2019 Online Continuous Submodular Maximization: From Full-Information to Bandit Feedback NeurIPS 2019 Sequential Facility Location: Approximate Submodularity and Greedy Algorithm ICML 2019 Stochastic Submodular Maximization with Performance-Dependent Item Costs AAAI 2019 Structured Robust Submodular Maximization: Offline and Online Algorithms AISTATS 2019 Submodular Maximization beyond Non-negativity: Guarantees, Fast Algorithms, and Applications ICML 2019 Submodular Streaming in All Its Glory: Tight Approximation, Minimum Memory and Low Adaptive Complexity ICML 2019 Subspace Selection via DR-Submodular Maximization on Lattices AAAI 2019 An Optimal Learning Algorithm for Online Unconstrained Submodular Maximization COLT 2018 Approximation Guarantees for Adaptive Sampling ICML 2018 Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams ICML 2018 Conditional Gradient Method for Stochastic Submodular Maximization: Closing the Gap AISTATS 2018 Constrained Interacting Submodular Groupings ICML 2018 Decentralized Submodular Maximization: Bridging Discrete and Continuous Settings ICML 2018 Differentiable Submodular Maximization IJCAI 2018 Diverse Ensemble Evolution: Curriculum Data-Model Marriage NeurIPS 2018 Do Less, Get More: Streaming Submodular Maximization with Subsampling NeurIPS 2018 Minimax Curriculum Learning: Machine Teaching with Desirable Difficulties and Scheduled Diversity ICLR 2018 Near-Optimal Budgeted Data Exchange for Distributed Loop Closure Detection RSS 2018 Non-monotone Submodular Maximization in Exponentially Fewer Iterations NeurIPS 2018 Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization NeurIPS 2018 Optimal Bidding Strategy for Brand Advertising IJCAI 2018 Provable Fast Greedy Compressive Summarization with Any Monotone Submodular Function NAACL 2018 Provable Variational Inference for Constrained Log-Submodular Models NeurIPS 2018 Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints ICML 2018