Submodular Combinatorial Information Measures with Applications in
Machine Learning

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Submodular Combinatorial Information Measures with Applications in Machine Learning

27 June 2020

Rishabh K. Iyer

Ninad Khargoankar

Himanshu Asanani

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Papers citing "Submodular Combinatorial Information Measures with Applications in Machine Learning"

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Title
A Coreset Selection of Coreset Selection Literature: Introduction and Recent Advances Brian B. Moser Arundhati S. Shanbhag Stanislav Frolov Federico Raue Joachim Folz Andreas Dengel 250 0 0 23 May 2025
DELIFT: Data Efficient Language model Instruction Fine Tuning Ishika Agarwal Krishnateja Killamsetty Lucian Popa Marina Danilevksy ALM VLM 117 4 0 07 Nov 2024
Distilling Long-tailed Datasets Zhenghao Zhao Haoxuan Wang Yuzhang Shang Kai Wang Yan Yan DD 96 3 0 24 Aug 2024
GIST: Greedy Independent Set Thresholding for Diverse Data Summarization Matthew Fahrbach Srikumar Ramalingam Morteza Zadimoghaddam Sara Ahmadian Gui Citovsky Giulia DeSalvo 100 1 0 29 May 2024
On Distributed Larger-Than-Memory Subset Selection With Pairwise Submodular Functions Maximilian Böther Abraham Sebastian Pranjal Awasthi Ana Klimovic Srikumar Ramalingam 85 0 0 26 Feb 2024
Is Adversarial Training with Compressed Datasets Effective? Tong Chen Raghavendra Selvan AAML 148 0 0 08 Feb 2024
A Framework towards Domain Specific Video Summarization Vishal Kaushal Sandeep Subramanian Suraj Kothawade Rishabh K. Iyer Ganesh Ramakrishnan 62 24 0 24 Sep 2018
Algorithms for Approximate Minimization of the Difference Between Submodular Functions, with Applications Rishabh K. Iyer J. Bilmes 69 157 0 09 Aug 2014
Curvature and Optimal Algorithms for Learning and Minimizing Submodular Functions Rishabh K. Iyer Stefanie Jegelka J. Bilmes 86 113 0 08 Nov 2013
Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints Rishabh K. Iyer J. Bilmes 93 260 0 08 Nov 2013
Near-optimal Nonmyopic Value of Information in Graphical Models Andreas Krause Carlos Guestrin 88 467 0 04 Jul 2012