Our paper replication exercise for Advanced Machine Learning module.
We replicated the paper: Gal, Y., Hron, J., & Kendall, A. (2017). Concrete dropout. In Advances in Neural Information Processing Systems (pp. 3584-3593).
Original code for this paper is found at: https://github.com/yaringal/ConcreteDropout
Our implemented experiments:
- Synthetic data: following the Yarin's ipython notebook
- MNIST data: in the ./mnist-experiments folder
- UCI datasets
- Concrete Dropout on recurrent neural networks