submodular optimization

On Approximate Non-submodular Minimization via Tree-Structured Supermodularity AISTATS 2015 On the Global Linear Convergence of Frank-Wolfe Optimization Variants NeurIPS 2015 Proteins, Particles, and Pseudo-Max-Marginals: A Submodular Approach ICML 2015 Sensor Selection for Crowdsensing Dynamical Systems AISTATS 2015 Sparse Submodular Probabilistic PCA AISTATS 2015 Submodular Hamming Metrics NeurIPS 2015 Submodularity in Data Subset Selection and Active Learning ICML 2015 Submodular Point Processes with Applications to Machine learning AISTATS 2015 Threshold Influence Model for Allocating Advertising Budgets ICML 2015 Video Summarization by Learning Submodular Mixtures of Objectives CVPR 2015 Active Detection via Adaptive Submodularity ICML 2014 Adaptive Partial Differential Equation Learning for Visual Saliency Detection CVPR 2014 Fast Approximate Inference in Higher Order MRF-MAP Labeling Problems CVPR 2014 From MAP to Marginals: Variational Inference in Bayesian Submodular Models NeurIPS 2014 Near-Optimally Teaching the Crowd to Classify ICML 2014 On learning to localize objects with minimal supervision ICML 2014 On Prior Distributions and Approximate Inference for Structured Variables NeurIPS 2014 Parallel Double Greedy Submodular Maximization NeurIPS 2014 Persistent Monitoring of Stochastic Spatio-temporal Phenomena with a Small Team of Robots RSS 2014 Submodular Attribute Selection for Action Recognition in Video NeurIPS 2014 Submodularization for Binary Pairwise Energies CVPR 2014 Submodular meets Structured: Finding Diverse Subsets in Exponentially-Large Structured Item Sets NeurIPS 2014 Submodular Object Recognition CVPR 2014 Weakly-supervised Discovery of Visual Pattern Configurations NeurIPS 2014 Curvature and Optimal Algorithms for Learning and Minimizing Submodular Functions NeurIPS 2013