Code for convex relaxation of weakly supervised models

  • Notice

    Last update: 20/09/2012.
    The current code is not completely ready for release. In particular, multiple instance learning is not implemented in this version because I did not clean this part of the code yet.
    As a consequence, this version may contain bugs. If you notice any problem, bug or a huge drop in performances please send an email to: rf.sne@niluoj.dnamra
    Note that updates will be added frequently.

  • Download

    Click here (MATLAB code) to download the latest version of the code. This version contains the code for the following paper:
    • A convex relaxation for weakly supervised classifiers
      Armand Joulin and Francis Bach. ICML, 2012.
    Please cite this paper if you use this code.

  • Requirements

    • You need to install the following toolbox for MATLAB: You can also directly download them from here to have the same version as the one used for this code (not recommended): Optimization toolbox