submodular optimization

Balancing Relevance and Diversity in Online Bipartite Matching via Submodularity AAAI 2019 Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design AISTATS 2019 Cascading Linear Submodular Bandits: Accounting for Position Bias and Diversity in Online Learning to Rank UAI 2019 Categorical Feature Compression via Submodular Optimization ICML 2019 Consistent Online Optimization: Convex and Submodular AISTATS 2019 Coverage Centrality Maximization in Undirected Networks AAAI 2019 Distributed Maximization of "Submodular plus Diversity" Functions for Multi-label Feature Selection on Huge Datasets AISTATS 2019 Fast Parallel Algorithms for Statistical Subset Selection Problems NeurIPS 2019 Fixing Mini-batch Sequences with Hierarchical Robust Partitioning AISTATS 2019 Flexible Modeling of Diversity with Strongly Log-Concave Distributions NeurIPS 2019 Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints AAAI 2019 Group-Fairness in Influence Maximization IJCAI 2019 Interlaced Greedy Algorithm for Maximization of Submodular Functions in Nearly Linear Time NeurIPS 2019 Migration as Submodular Optimization AAAI 2019 Multivariate Submodular Optimization ICML 2019 Near Optimal Algorithms for Hard Submodular Programs with Discounted Cooperative Costs AISTATS 2019 No-regret algorithms for online k-submodular maximization AISTATS 2019 Optimal Continuous DR-Submodular Maximization and Applications to Provable Mean Field Inference ICML 2019 Optimal Decision Tree with Noisy Outcomes NeurIPS 2019 PAC Learnability of Node Functions in Networked Dynamical Systems ICML 2019 Pareto Optimization for Subset Selection with Dynamic Cost Constraints AAAI 2019 Randomized Strategies for Robust Combinatorial Optimization AAAI 2019 Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help? ICCV 2019 Submodular Batch Selection for Training Deep Neural Networks IJCAI 2019 Submodular Cost Submodular Cover with an Approximate Oracle ICML 2019