GIST: Greedy Independent Set Thresholding for Diverse Data Summarization

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GIST: Greedy Independent Set Thresholding for Diverse Data Summarization

29 May 2024

Matthew Fahrbach

Srikumar Ramalingam

Morteza Zadimoghaddam

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Papers citing "GIST: Greedy Independent Set Thresholding for Diverse Data Summarization"

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Title
On Distributed Larger-Than-Memory Subset Selection With Pairwise Submodular Functions Maximilian Böther Abraham Sebastian Pranjal Awasthi Ana Klimovic Srikumar Ramalingam 101 0 0 26 Feb 2024
Core-sets for Fair and Diverse Data Summarization S. Mahabadi S. Trajanovski 58 3 0 12 Oct 2023
Batch Active Learning at Scale Gui Citovsky Giulia DeSalvo Claudio Gentile Lazaros Karydas Anand Rajagopalan Afshin Rostamizadeh Sanjiv Kumar 69 156 0 29 Jul 2021
SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios Suraj Kothawade Nathan Beck Krishnateja Killamsetty Rishabh K. Iyer 59 106 0 01 Jul 2021
Submodular Combinatorial Information Measures with Applications in Machine Learning Rishabh K. Iyer Ninad Khargoankar J. Bilmes Himanshu Asanani 91 95 0 27 Jun 2020
BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning Andreas Kirsch Joost R. van Amersfoort Y. Gal FedML 91 629 0 19 Jun 2019
Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds Jordan T. Ash Chicheng Zhang A. Krishnamurthy John Langford Alekh Agarwal BDL UQCV 107 777 0 09 Jun 2019
Diverse mini-batch Active Learning Fedor Zhdanov 66 156 0 17 Jan 2019
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,637 0 01 Sep 2014

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