Continuous DR-submodular Maximization: Structure and Algorithms
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README.md

Continuous DR-submodular Maximization: Structure and Algorithms

This repository collects source code for the paper:

"Continuous DR-submodular Maximization: Structure and Algorithms"

NIPS 2017. An Bian, Kfir Y. Levy, Andreas Krause and Joachim M. Buhmann

File Structure:

  • src/: contians source files
  • main.m: the main file to run different experiments

Usage:

See the setup guide inside the main file "main.m" to run different experiments.

Dependencies:

  • This implementation uses the quadprogIP solver provided by quadprogIP, the MATLAB LP solver linprog and the MATLAB quadratic programming solver quadprog.

  • Additionally, the quadprogIP solver requires the Matlab interface to CPLEX 12.2 or later.

  • The code has been tested on Ubuntu 16.04 LTS, 64 bits with MATLAB R2016a. It should work with other OS with little change.

Copyright:

Copyright (2017) [An Bian | ETH Zurich | http://neocortex.ch/]. Please cite the above paper if you are using this code in your work.