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Many problems in machine learning that involve discrete structures or subset selection may be phrased in the language of ... The 32nd International Conference on Algorithmic Learning Theory (ALT 2021) Title: IJCAI 2020 Tutorial Presented by Rishabh Iyer and Ganesh Ramakrishnan. Tutorial Website: ... Mahdi Soltanolkotabi, University of Southern California Fast ...
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Submodular Optimization
Submodular Combinatorial Information Measures with Applications in Machine Learning
Submodularity and Optimization -- Jeff Bilmes (Part 1)
MIT 6.854 Spring 2016 Lecture 13: Submodular Functions
IJCAI 2020 Tutorial Part I: Submodular Optimization for Data, Feature, and Topic Summarization.
Reflection methods for user-friendly submodular optimization
apricot: Submodular Selection for Data Summarization | SciPy 2019 | Jacob Schreiber
5-1 Submodularity
Nonconvex Optimization for High-dimensional Learning: From ReLUs to Submodular Maximization
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Last Updated: June 8, 2026
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