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submodular optimization

261 papers

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Also known as

SMI

Co-occurring keywords

greedy algorithm (242) approximation algorithm (630) submodular function (121) combinatorial optimization (1039) cardinality constraint (71) active learning (1295) submodular maximization (142) approximation guarantee (65) subset selection (88) influence maximization (82)

Papers

Interactive Submodular Bandit NIPS 2017
Representativeness-aware Aspect Analysis for Brand Monitoring in Social Media IJCAI 2017
KGEval: Accuracy Estimation of Automatically Constructed Knowledge Graphs EMNLP 2017
Faster Greedy MAP Inference for Determinantal Point Processes ICML 2017
Gaussian quadrature for matrix inverse forms with applications ICML 2016
Efficiently Creating 3D Training Data for Fine Hand Pose Estimation CVPR 2016
Optimal Tagging with Markov Chain Optimization NIPS 2016
Computing and maximizing influence in linear threshold and triggering models NIPS 2016
The Power of Optimization from Samples NIPS 2016
Maximization of Approximately Submodular Functions NIPS 2016
Min Norm Point Algorithm for Higher Order MRF-MAP Inference CVPR 2016
Efficient Point Process Inference for Large-Scale Object Detection CVPR 2016
Learning Probabilistic Submodular Diversity Models Via Noise Contrastive Estimation AISTATS 2016
On the Reducibility of Submodular Functions AISTATS 2016
An Efficient Streaming Algorithm for the Submodular Cover Problem NIPS 2016
Leveraging Sparsity for Efficient Submodular Data Summarization NIPS 2016
Structured Sparse Regression via Greedy Hard Thresholding NIPS 2016
Fast Constrained Submodular Maximization: Personalized Data Summarization ICML 2016
Causal meets Submodular: Subset Selection with Directed Information NIPS 2016
Variational Inference in Mixed Probabilistic Submodular Models NIPS 2016
Algorithms for Optimizing the Ratio of Submodular Functions ICML 2016
A Generalization of Submodular Cover via the Diminishing Return Property on the Integer Lattice NIPS 2015
Good Features to Track for Visual SLAM CVPR 2015
Distributed Submodular Cover: Succinctly Summarizing Massive Data NIPS 2015
Adaptive Stochastic Optimization: From Sets to Paths NIPS 2015