submodular optimization

Distributed Submodular Maximization: Identifying Representative Elements in Massive Data NeurIPS 2013 Fast Semidifferential-based Submodular Function Optimization ICML 2013 In Defense of 3D-Label Stereo CVPR 2013 Learning Policies for Contextual Submodular Prediction ICML 2013 Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic NeurIPS 2013 Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization ICML 2013 Reflection methods for user-friendly submodular optimization NeurIPS 2013 Sampling-based Motion Planning for Robotic Information Gathering RSS 2013 Structured Learning of Sum-of-Submodular Higher Order Energy Functions ICCV 2013 Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints NeurIPS 2013 Submodular Salient Region Detection CVPR 2013 Σ-Optimality for Active Learning on Gaussian Random Fields NeurIPS 2013 A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation NeurIPS 2012 GenDeR: A Generic Diversified Ranking Algorithm NeurIPS 2012 Minimizing Sparse High-Order Energies by Submodular Vertex-Cover NeurIPS 2012 Near-Optimal MAP Inference for Determinantal Point Processes NeurIPS 2012 Online Submodular Minimization JMLR 2012 Selecting Diverse Features via Spectral Regularization NeurIPS 2012 Submodular-Bregman and the Lovász-Bregman Divergences with Applications NeurIPS 2012 Linear Submodular Bandits and their Application to Diversified Retrieval NeurIPS 2011 Online Submodular Set Cover, Ranking, and Repeated Active Learning NeurIPS 2011 Submodular Multi-Label Learning NeurIPS 2011 Efficient Minimization of Decomposable Submodular Functions NeurIPS 2010 Near-Optimal Bayesian Active Learning with Noisy Observations NeurIPS 2010 Optimal Bayesian Recommendation Sets and Myopically Optimal Choice Query Sets NeurIPS 2010