submodular optimization

Submodular Observation Selection and Information Gathering for Quadratic Models ICML 2019 Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation NAACL 2019 Submodular Optimization over Streams with Inhomogeneous Decays AAAI 2019 Algorithmic Social Intervention IJCAI 2018 Approximate Submodularity and its Applications: Subset Selection, Sparse Approximation and Dictionary Selection JMLR 2018 Approximation Guarantees of Stochastic Greedy Algorithms for Subset Selection IJCAI 2018 A Temporally Sensitive Submodularity Framework for Timeline Summarization CoNLL 2018 Budgeted Experiment Design for Causal Structure Learning ICML 2018 Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward NeurIPS 2018 Creating Capsule Wardrobes From Fashion Images CVPR 2018 Data Summarization at Scale: A Two-Stage Submodular Approach ICML 2018 Decentralized Submodular Maximization: Bridging Discrete and Continuous Settings ICML 2018 Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization NeurIPS 2018 Experimental Design under the Bradley-Terry Model IJCAI 2018 Greed is Still Good: Maximizing Monotone Submodular+Supermodular (BP) Functions ICML 2018 Inference in Higher Order MRF-MAP Problems With Small and Large Cliques CVPR 2018 Limited Memory Kelley's Method Converges for Composite Convex and Submodular Objectives NeurIPS 2018 Maximizing Induced Cardinality Under a Determinantal Point Process NeurIPS 2018 Multi-objective Maximization of Monotone Submodular Functions with Cardinality Constraint NeurIPS 2018 Near-Optimal Machine Teaching via Explanatory Teaching Sets AISTATS 2018 Non-monotone Submodular Maximization in Exponentially Fewer Iterations NeurIPS 2018 Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization NeurIPS 2018 Optimization for Approximate Submodularity NeurIPS 2018 Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity ICML 2018 Robust Maximization of Non-Submodular Objectives AISTATS 2018