Code accompanying the paper Safe Semi-Supervised Learning of Sum-Product Networks.
To train safe semi-supervised SPNs one need to install julia and the following packages:
- julia 0.6
- SumProductNetworks.jl (see: https://github.com/trappmartin/SumProductNetworks.jl)
comming soon...
The data used for the paper is located in the data folder.
Please use the following citation:
@inproceedings{Trapp2017a,
title={Safe Semi-Supervised Learning of Sum-Product Networks},
author={Trapp, Martin and Madl, Tamas and Peharz, Robert and Pernkopf, Franz and Trappl, Robert},
booktitle={Proceedings of the International Conference on Uncertainty in Artificial Intelligence (UAI)},
year={2017}
}
The code is licensed under the MIT License.