2018 Projects

2018 Projects

Bayesian inference via MCMC and Evolutionary Algorithms

  • Improve MCMC via Cooperative Coevolution (CC) (Use G3-PCX CC and give a MCMC framework for constrained real parameter optimisation and inference)

  • MCMC with Parallel (Multi-threaded in C++) CC for Expensive Parameter Optimisation

Computer Vision via Deep Learning

  • Face Recoginition for Authentication via Multi-task learning (Use Videos and Sound)

Bayesian Deep Learning

  • Robust Bayesian Neural Networks for Dynamic Time Series Prediction
  • Autonoumous feature ranking and learning for modular pattern classifiation via Bayesian Neural Networks


  • Cyclone Track Prediction
  • Reef Modelling
  • Solid Earth Evolution
  • Mineral Exploration