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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

Posts

A Very Brief Introduction to Docker

3 minute read

Published:

I prepared this short introduction to Docker for my research group a few months ago. I decided to turn it into a blog post since I have already gone through the effort of writing it, so I might as well share it with the world! Read more

How to Setup a VM in Azure for Deep Learning?

12 minute read

Published:

I am quite interested in learning more about deep learning, but I find it quite difficult to implement some of the recent models on my laptop, due to their huge computational overhead on the CPU. Since, I do not have £1000 to spend on a new Titan X, I decided to try a cheaper solution on Microsoft’s cloud service Azure. If you are in a similar position to me, you might find this blog post helpful as I detail the setup of the cloud solution I used. Read more

publications

software

talks

Gaussian Process Models for Multi-Task Learning

Published:

Multi-task learning refers to a framework in machine learning where multiple tasks sharing a common domain are learned simultaneously. In this talk, I explained how to incorporate this framework within Bayesian modelling using Gaussian process models. The talk describes the general structure of a multi-output GP, and explores some of the most common kernel structures that correspond to such models. The sildes are available here. Read more

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post. Read more

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post. Read more