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submodular function

121 papers

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Co-occurring keywords

submodular optimization (261) combinatorial optimization (1039) approximation algorithm (630) greedy algorithm (242) subset selection (90) cardinality constraint (71) feature selection (649) active learning (1301) submodular maximization (143) influence maximization (82)

Papers

Constrained Interacting Submodular Groupings ICML 2018
Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings IJCAI 2018
Learning to Optimize Combinatorial Functions ICML 2018
Experimental Design under the Bradley-Terry Model IJCAI 2018
Differentiable Submodular Maximization IJCAI 2018
Approximate Submodularity and its Applications: Subset Selection, Sparse Approximation and Dictionary Selection JMLR 2018
Multiwinner Voting with Fairness Constraints IJCAI 2018
Multi-objective Maximization of Monotone Submodular Functions with Cardinality Constraint NIPS 2018
Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity ICML 2018
Optimization for Approximate Submodularity NIPS 2018
Combinatorial Cost Sharing IJCAI 2018
Towards Abstractive Multi-Document Summarization Using Submodular Function-Based Framework, Sentence Compression and Merging IJCNLP 2017
Real-Time Keyword Extraction from Conversations EACL 2017
Guaranteed Non-convex Optimization: Submodular Maximization over Continuous Domains AISTATS 2017
Identifying Groups of Strongly Correlated Variables through Smoothed Ordered Weighted $L_1$-norms AISTATS 2017
Model-Independent Online Learning for Influence Maximization ICML 2017
Learning Determinantal Point Processes with Moments and Cycles ICML 2017
Tight Bounds on $\ell_1$ Approximation and Learning of Self-Bounding Functions ALT 2017
Guarantees for Greedy Maximization of Non-submodular Functions with Applications ICML 2017
Subset Selection under Noise NIPS 2017
Influence Maximization with $\varepsilon$-Almost Submodular Threshold Functions NIPS 2017
Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video EMNLP 2017
Local Aggregative Games NIPS 2017
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly NIPS 2017
Stochastic Submodular Maximization: The Case of Coverage Functions NIPS 2017