submodlib
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submodlib

  • Introduction

General Functions

  • Submodular Functions
  • Facility Location
  • Disparity Min
  • Log-Determinant
  • Set Cover
  • Probabilistic Set Cover
  • Graph Cut
  • Feature Based
  • Disparity Sum
  • Set Function

Mutual Information Functions

  • Submodular Mutual Information
  • Facility Location Mutual Information
  • Facility Location Variant Mutual Information
  • Graph Cut Mutual Information
  • Log-Determinant Mutual Information
  • Concave Over Modular
  • Set Cover Mutual Information
  • Probabilistic Set Cover Mutual Information

Conditional Gain Functions

  • Conditional Gain
  • Facility Location Conditional Gain
  • Graph Cut Conditional Gain
  • Log-Determinant Conditional Gain
  • Set Cover Conditional Gain
  • Probabilistic Set Cover Conditional Gain

Conditional Mutual Information Functions

  • Conditional Mutual Information
  • Facility Location Conditional Mutual Information
  • Log-Determinant Conditional Mutual Information
  • Set Cover Conditional Mutual Information
  • Probabilistic Set Cover Conditional Mutual Information

Combine Functions

  • Clustered

Optimizers

  • Naive Greedy
  • Stochastic (Random) Greedy
  • Lazy Greedy or Accelerated Greedy
  • Lazier Than Lazy Greedy

Bibliography

  • Bibliography
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© Copyright 2020, Vishal Kaushal Revision 1890b157.

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