conftrace_

data summarization

37 papers

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Co-occurring keywords

submodular maximization (143) approximation algorithm (630) streaming algorithm (131) submodular optimization (261) greedy algorithm (242) cardinality constraint (71) distributed algorithm (79) approximation guarantee (65) fair clustering (43) fairness constraint (125)

Papers

Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints ICML 2018
Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams ICML 2018
Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach NIPS 2017
Deletion-Robust Submodular Maximization: Data Summarization with “the Right to be Forgotten” ICML 2017
Differentially Private Submodular Maximization: Data Summarization in Disguise ICML 2017
Leveraging Sparsity for Efficient Submodular Data Summarization NIPS 2016
Fast Constrained Submodular Maximization: Personalized Data Summarization ICML 2016
Fast Distributed Submodular Cover: Public-Private Data Summarization NIPS 2016
Learning Sparse Combinatorial Representations via Two-stage Submodular Maximization ICML 2016
Coresets for Nonparametric Estimation - the Case of DP-Means ICML 2015
Distributed Submodular Cover: Succinctly Summarizing Massive Data NIPS 2015
Manifold Precis: An Annealing Technique for Diverse Sampling of Manifolds NIPS 2011