submodular minimization

Learning Spanning Forests Optimally in Weighted Undirected Graphs with CUT queries ALT 2024 Augmented Sparsifiers for Generalized Hypergraph Cuts JMLR 2023 Difference of submodular minimization via DC programming ICML 2023 Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models ICML 2023 Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity NeurIPS 2022 Revisiting Online Submodular Minimization: Gap-Dependent Regret Bounds, Best of Both Worlds and Adversarial Robustness ICML 2022 Stochastic $L^\natural$-convex Function Minimization NeurIPS 2021 Tracking Regret Bounds for Online Submodular Optimization AISTATS 2021 Active-set Methods for Submodular Minimization Problems JMLR 2017 Differentiable Learning of Submodular Models NeurIPS 2017 Diverse Weighted Bipartite b-Matching IJCAI 2017 Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization NeurIPS 2016 Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions ICML 2015 Provable Submodular Minimization using Wolfe's Algorithm NeurIPS 2014 Curvature and Optimal Algorithms for Learning and Minimizing Submodular Functions NeurIPS 2013 Reflection methods for user-friendly submodular optimization NeurIPS 2013 On fast approximate submodular minimization NeurIPS 2011 Efficient Minimization of Decomposable Submodular Functions NeurIPS 2010 SFO: A Toolbox for Submodular Function Optimization JMLR 2010 Beyond Convexity: Online Submodular Minimization NeurIPS 2009