Edwin V. Bonilla

Intro

me I am a (post-doctoral) researcher at NICTA and an adjunct research fellow at the Australian National University.

Research Interests

My research focuses on the development of probabilistic models for the construction of systems that can learn from their past experience and for the analysis of complex (and possibly very high dimensional) structured data. Therefore, my research lies at the intersection of machine learning, statistics, computer science and artificial intelligence.

In particular, I am interested in graphical models; Bayesian statistics; transfer learning; Gaussian processes; learning from structured data; and applications including topic modelling, information retrieval, activity recognition, adaptive optimizing compilation, micro-architectural design and computer vision.

Research Profile

My research profile at a glance can be found here.

Contact

You can contact me by email at: [myname].[mysurname]@nicta.com.au.