Edwin V. Bonilla


me I am a senior lecturer at The University of New South Wales (UNSW).

Research Interests

I work on machine learning, developing probabilistic models and efficient inference methods for structured prediction problems.

A non-exhaustive list of my research interests is:

  • Transfer learning
  • Graphical models
  • Bayesian statistics
  • Gaussian processes
  • learning from structured data

Research Profile

My research profile at a glance can be found here.


 (New!) May 29th, 2017 - Prestigious Scientia Scholarships

Applications are now open for the prestigious Scientia Scholarships on the project Structured Prediction with Deep Learning. See the recruitment page for details.

March 20th, 2017

Check out our latest work on semi-parametric models for discovering network structures at my publications page.

We will be presenting our work on gray-box inference for struct GP models at AISTATS 2017. Pre-print at my publications page.

Updated versions of our work on AutoGP and random feature expansions for deep GPs at my publications page. Code also publicly available there!