Introduction to Submodular Optimization

Welcome to our comprehensive guide on Submodular Optimization. Stefanie Jegelka, MIT https://simons.berkeley.edu/talks/andreas-krause-stefanie-jegelka-01-23-2017-1 Foundations of Machine ...

Submodular Optimization Comprehensive Overview

Niv Buchbinder, Tel Aviv University https://simons.berkeley.edu/talks/niv-buchbinder-09-13-17 Discrete Authors: Mohammadhossein Bateni (Google); Hossein Esfandiari (Harvard University); Vahab Mirrokni (Google) More on ... Many problems in machine learning that involve discrete structures or subset selection may be phrased in the language of ...

This is Stefanie Jegelka's lecture on

Summary & Highlights for Submodular Optimization

  • Submodular Optimization
  • IJCAI 2020 Tutorial Presented by Rishabh Iyer and Ganesh Ramakrishnan. Tutorial Website: ...
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  • Machine Learning Work Shop - Session 2 - Jeff Bilmes - 'Why
  • Jan Vondrak from IBM Almaden presents as part of the UBC Department of Computer Science's Distinguished Lecture Series, ...

In summary, understanding Submodular Optimization gives us a better perspective.

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