submodular function

Learning Set Functions with Limited Complementarity AAAI 2019 Pareto Optimization for Subset Selection with Dynamic Cost Constraints AAAI 2019 Randomized Strategies for Robust Combinatorial Optimization AAAI 2019 Variational Inference of Penalized Regression with Submodular Functions UAI 2019 Approximate Submodularity and its Applications: Subset Selection, Sparse Approximation and Dictionary Selection JMLR 2018 Combinatorial Cost Sharing IJCAI 2018 Constrained Interacting Submodular Groupings ICML 2018 Differentiable Submodular Maximization IJCAI 2018 Experimental Design under the Bradley-Terry Model IJCAI 2018 Learning to Optimize Combinatorial Functions ICML 2018 Multi-objective Maximization of Monotone Submodular Functions with Cardinality Constraint NeurIPS 2018 Multiwinner Voting with Fairness Constraints IJCAI 2018 Optimization for Approximate Submodularity NeurIPS 2018 Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity ICML 2018 Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings IJCAI 2018 Submodularity on Hypergraphs: From Sets to Sequences AISTATS 2018 Submodular Maximization via Gradient Ascent: The Case of Deep Submodular Functions NeurIPS 2018 Continuous DR-submodular Maximization: Structure and Algorithms NeurIPS 2017 Guaranteed Non-convex Optimization: Submodular Maximization over Continuous Domains AISTATS 2017 Guarantees for Greedy Maximization of Non-submodular Functions with Applications ICML 2017 Identifying Groups of Strongly Correlated Variables through Smoothed Ordered Weighted L_1-norms AISTATS 2017 Influence Maximization with ε-Almost Submodular Threshold Functions NeurIPS 2017 Learning Determinantal Point Processes with Moments and Cycles ICML 2017 Local Aggregative Games NeurIPS 2017 Minimizing a Submodular Function from Samples NeurIPS 2017