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IJCAI 2020 Tutorial Part II: Submodular Optimization for Data, Feature, and Topic Summarization.
MIT 6.854 Spring 2016 Lecture 13: Submodular Functions
Rishabh Iyer: Submodular Optimization and Data Summarization with Applications to Computer Vision
Evolutionary Submodular Optimisation
Discrepancy Minimization via Regularization
Beyond Submodular Maximization via One-Sided Smoothness and Meta-Submodularity
Summarizing Massive Data Sets via Large-Scale Submodular Maximization - Prof. Andreas Krause
Introduction to large-scale optimization - Part 2
10.3 Submodular Functions, Part III
Natasha 2: Faster Non-convex Optimization Than SGD
ISIT 2018 - Jeffrey Bilmes and Amin Karbasi - Submodularity in Information and Data Science
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Last Updated: October 1, 2026
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Mahdi Soltanolkotabi, University of Southern California simons.berkeley.edu/talks/mahdi-soltanolkotabi-10-05-17 Fast ... Ehsan Kazemi, Shervin Minaee, Moran Feldman, and Amin Karbasi. Stefanie Jegelka, MIT simons.berkeley.edu/talks/andreas-krause-stefanie-jegelka-01-23-2017-1 Foundations of Machine ... Stony Brook Mathematics Colloquium (September 8, 2022) Jingrui Cheng, Stony Brook University Abstract: In Euclidean spaces, ... IJCAI 2020 Tutorial Presented by Rishabh Iyer and Ganesh Ramakrishnan. Tutorial Website: ... Adrian Vladu (IRIF) simons.berkeley.edu/talks/adrian-vladu-irif-2023-11-30 Optimization and Algorithm Design We ... A Google Algorithms TechTalk, 2021/01/14, presented by Mehrdad Ghadiri. Yandex School of Data Analysis Conference Machine Learning: Prospects and Applications ... These lectures will cover both basics as well as cutting-edge topics in large- In this lecture we consider the problem of Zeyuan Allen-Zhu, Microsoft Research simons.berkeley.edu/talks/zeyuan-allen-zhu-10-06-17 Fast Iterative Methods in ... 2018 ISIT Tutorial Vail, CO - 6/17/18
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