submodular optimization

Submodular Hypergraphs: p-Laplacians, Cheeger Inequalities and Spectral Clustering ICML 2018 Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings IJCAI 2018 Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization ACL 2018 Adaptive Information Gathering via Imitation Learning RSS 2017 Adaptive Submodularity with Varying Query Sets: An Application to Active Multi-label Learning ALT 2017 Enhancing Video Summarization via Vision-Language Embedding CVPR 2017 Faster Greedy MAP Inference for Determinantal Point Processes ICML 2017 Information Projection and Approximate Inference for Structured Sparse Variables AISTATS 2017 Inhomogeneous Hypergraph Clustering with Applications NeurIPS 2017 Interactive Submodular Bandit NeurIPS 2017 KGEval: Accuracy Estimation of Automatically Constructed Knowledge Graphs EMNLP 2017 Model-Independent Online Learning for Influence Maximization ICML 2017 Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video EMNLP 2017 Non-Uniform Subset Selection for Active Learning in Structured Data CVPR 2017 Online Summarization via Submodular and Convex Optimization CVPR 2017 Representativeness-aware Aspect Analysis for Brand Monitoring in Social Media IJCAI 2017 Robust Guarantees of Stochastic Greedy Algorithms ICML 2017 Robust Optimization for Non-Convex Objectives NeurIPS 2017 Scalable Greedy Feature Selection via Weak Submodularity AISTATS 2017 Stochastic Submodular Maximization: The Case of Coverage Functions NeurIPS 2017 Streaming Weak Submodularity: Interpreting Neural Networks on the Fly NeurIPS 2017 Submodular Optimization under Noise COLT 2017 Subset Selection under Noise NeurIPS 2017 Towards Abstractive Multi-Document Summarization Using Submodular Function-Based Framework, Sentence Compression and Merging IJCNLP 2017 Algorithms for Optimizing the Ratio of Submodular Functions ICML 2016