Bayesian Optimization

Bayesian Optimization for Weakly Specified Search Space

Installation

Dependencies

• Numpy
• Scipy
• Scikit-learn
• keras (to run experiment with deep learning)
• nlopt (optional)

Usage:

• Check the ipynb folder for the demo using iPython notebook
• Run the experiments using our approaches and the baselines in run_experiments folder.

Contact:

Dr Vu Nguyen, vu@ieee.org

Reference:

Vu Nguyen, Sunil Gupta, Santu Rana, Cheng Li, and Svetha Venkatesh. "Bayesian Optimization for Weakly Specified Search Space" In IEEE International Conference on Data Mining (ICDM), pp. 347-356, 2017.