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submodular maximization

143 papers

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Co-occurring keywords

approximation algorithm (630) greedy algorithm (242) cardinality constraint (71) matroid constraint (50) combinatorial optimization (1039) streaming algorithm (131) regret bound (1926) approximation guarantee (65) knapsack constraint (26) submodular optimization (261)

Papers

Distributed Submodular Maximization JMLR 2016
Budgeted stream-based active learning via adaptive submodular maximization NIPS 2016
Fast Constrained Submodular Maximization: Personalized Data Summarization ICML 2016
Learning Sparse Combinatorial Representations via Two-stage Submodular Maximization ICML 2016
Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization CVPR 2015
Predicting Multiple Structured Visual Interpretations ICCV 2015
Filtered Search for Submodular Maximization with Controllable Approximation Bounds AISTATS 2015
SubmodBoxes: Near-Optimal Search for a Set of Diverse Object Proposals NIPS 2015
Submodularity in Data Subset Selection and Active Learning ICML 2015
On Greedy Maximization of Entropy ICML 2015
The Power of Randomization: Distributed Submodular Maximization on Massive Datasets ICML 2015
Fast Multi-stage Submodular Maximization ICML 2014
Parallel Double Greedy Submodular Maximization NIPS 2014
Optimal Budget Allocation: Theoretical Guarantee and Efficient Algorithm ICML 2014
Distributed Submodular Maximization: Identifying Representative Elements in Massive Data NIPS 2013
Adaptive Submodular Maximization in Bandit Setting NIPS 2013
Scaling the Indian Buffet Process via Submodular Maximization ICML 2013
SFO: A Toolbox for Submodular Function Optimization JMLR 2010