cardinality constraint

Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams ICML 2018 Fair Division Under Cardinality Constraints IJCAI 2018 Fast Maximization of Non-Submodular, Monotonic Functions on the Integer Lattice ICML 2018 Multi-objective Maximization of Monotone Submodular Functions with Cardinality Constraint NeurIPS 2018 Non-monotone Submodular Maximization in Exponentially Fewer Iterations NeurIPS 2018 Optimization for Approximate Submodularity NeurIPS 2018 Predict and Constrain: Modeling Cardinality in Deep Structured Prediction ICML 2018 Pseudo-Boolean Constraints from a Knowledge Representation Perspective IJCAI 2018 Regret Bounds for Online Portfolio Selection with a Cardinality Constraint NeurIPS 2018 Robust Maximization of Non-Submodular Objectives AISTATS 2018 Guarantees for Greedy Maximization of Non-submodular Functions with Applications ICML 2017 On The Projection Operator to A Three-view Cardinality Constrained Set ICML 2017 Robust Guarantees of Stochastic Greedy Algorithms ICML 2017 Robust Submodular Maximization: A Non-Uniform Partitioning Approach ICML 2017 Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach NeurIPS 2017 Submodular Optimization under Noise COLT 2017 Maximization of Approximately Submodular Functions NeurIPS 2016 Stochastic Variance Reduced Optimization for Nonconvex Sparse Learning ICML 2016 The Power of Optimization from Samples NeurIPS 2016 Filtered Search for Submodular Maximization with Controllable Approximation Bounds AISTATS 2015 Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint ICML 2014 Distributed Submodular Maximization: Identifying Representative Elements in Massive Data NeurIPS 2013 Fast Determinantal Point Process Sampling with Application to Clustering NeurIPS 2013 Submodularity Cuts and Applications NeurIPS 2009 Deflation Methods for Sparse PCA NeurIPS 2008