High Dimensional Bayesian Optimization Using Dropout

It is the code of the paper ''High Dimensional Bayesian Optimization using Dropout''.

@inproceedings{ijcai2017-291,
  author    = {Cheng Li and Sunil Gupta and Santu Rana and Vu Nguyen and Svetha Venkatesh and Alistair Shilton},
  title     = {High Dimensional Bayesian Optimization using Dropout},
  booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
               Artificial Intelligence, {IJCAI-17}},
  pages     = {2096--2102},
  year      = {2017},
  doi       = {10.24963/ijcai.2017/291},
  url       = {https://doi.org/10.24963/ijcai.2017/291},
}

How To Use it

Step 1: add all files to the matlab path

Step 2: run the file MainDemo.m