https://github.com/trappmartin/sslspn_uai2017
Safe Semi-Supervised Learning of Sum-Product Networks
https://github.com/trappmartin/sslspn_uai2017
julia semi-supervised-learning sum-product-networks
Last synced: 9 months ago
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Safe Semi-Supervised Learning of Sum-Product Networks
- Host: GitHub
- URL: https://github.com/trappmartin/sslspn_uai2017
- Owner: trappmartin
- License: mit
- Created: 2017-07-04T09:05:08.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2017-10-10T08:42:49.000Z (over 8 years ago)
- Last Synced: 2025-07-18T03:44:09.658Z (11 months ago)
- Topics: julia, semi-supervised-learning, sum-product-networks
- Size: 1.4 MB
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Safe Semi-Supervised Learning of Sum-Product Networks
Code accompanying the paper **Safe Semi-Supervised Learning of Sum-Product Networks**.
Installation
-------
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](https://github.com/trappmartin/SumProductNetworks.jl))
Example
-------
comming soon...
Data sets
-------
The data used for the paper is located in the data folder.
Citation
-------
Please use the following citation:
```text
@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}
}
```
License
-------
The code is licensed under the MIT License.