This is the source code for the MLE-LLP method. A basic example on how to use this can be found run.py.

The requirements.txt file contains a list of dependencies. It is possible that earlier versions of some packages (e.g., torchvision) also work.

D. Baručić and J. Kybic, "Fast Learning from Label Proportions with Small Bags," 2022 IEEE International Conference on Image Processing (ICIP), 2022, pp. 3156-3160, doi: 10.1109/ICIP46576.2022.9897895.

@INPROCEEDINGS{barucic2022,
author={Baručić, Denis and Kybic, Jan},
booktitle={2022 IEEE International Conference on Image Processing (ICIP)},
title={Fast Learning from Label Proportions with Small Bags},
year={2022},
volume={},
number={},
pages={3156-3160},
doi={10.1109/ICIP46576.2022.9897895}}