Introduction to Submodular Optimization

Welcome to our comprehensive guide on Submodular Optimization. Submodular Optimization

Submodular Optimization Comprehensive Overview

Stefanie Jegelka, MIT https://simons.berkeley.edu/talks/andreas-krause-stefanie-jegelka-01-23-2017-1 Foundations of Machine ... This is Stefanie Jegelka's lecture on Niv Buchbinder, Tel Aviv University https://simons.berkeley.edu/talks/niv-buchbinder-09-13-17 Discrete

Here we have an example of a non-decreasing

Summary & Highlights for Submodular Optimization

  • Many problems in machine learning that involve discrete structures or subset selection may be phrased in the language of ...
  • Recorded by Andrew Xia 2016.
  • Intro ...
  • The 32nd International Conference on Algorithmic Learning Theory (ALT 2021) Title:
  • IJCAI 2020 Tutorial Presented by Rishabh Iyer and Ganesh Ramakrishnan. Tutorial Website: ...

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

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