Conference

• 08/2017
  Continuously tempered Hamiltonian Monte Carlo

  Matthew M. Graham and Amos J. Storkey

  Proceedings of the 33rd Conference on Uncertainty in Artificial Intelligence
• 04/2017
  Asymptotically exact inference in differentiable generative models

  Matthew M. Graham and Amos J. Storkey

  Proceedings of the 20th International Conference on Artificial Intelligence and Statistics
• 05/2016
  Pseudo-Marginal Slice Sampling

  Iain Murray and Matthew M. Graham

  Proceedings of the 19th International Conference on Artificial Intelligence and Statistics

Software

• 05/2016
  Theano: A Python framework for fast computation of mathematical expressions

  Theano Development Team

Teaching

School of Informatics, University of Edinburgh

• 09/2016 – 04/2017
  Teaching assistant, Machine Learning Practical
• 09/2016 – 12/2016
  Tutor, Machine Learning and Pattern Recognition
• 01/2016 – 04/2016
  Tutor & teaching assistant, Probabilistic Modelling and Reasoning
• 11/2015 – 12/2015
  Marker, Machine Learning and Pattern Recognition
• 09/2015 – 01/2016
  Demonstrator, Machine Learning Practical
• 01/2015 – 04/2015
  Tutor, Probabilistic Modelling and Reasoning
• 11/2014 – 12/2014
  Marker, Machine Learning and Pattern Recognition
• 09/2014 – 12/2014
  Tutor, Information Theory
• 01/2014 – 04/2014
  Tutor, Probabilistic Modelling and Reasoning

Outreach

• 07/2015 – 05/2016
  Volunteer tutor, Queensferry High School, Queensferry

  One-to-one tutoring in applied mathematics through STEM Ambassadors scheme.
• 01/2010 – 03/2011
  School placements, STIMULUS, Cambridge

  Placements at two local secondary schools in Cambridge assisting in teaching of STEM subjects.
• 10/2008 – 06/2012
  Outreach volunteer, Cambridge University Engineering Department

  Assisting in workshops aimed at encouraging young people to consider engineering careers.

Awards and scholarships

• 12/2016
  Advances in Approximate Bayesian Inference workshop, Disney Research Paper Award
• 05/2015
  Scottish Informatics and Computer Science Alliance, Summer School Bursary
• 09/2012
  University of Edinburgh, Neuroinformatics Doctoral Training Centre Scholarship
• 2010-2012
  University of Cambridge, Jesus College, Scholarships (Engineering Part IB/IIA/IIB)

Computing

• Languages
  Python (expert), C (proficient), MATLAB (proficient)
• Frameworks
  NumPy, SciPy, JAX, FEniCS
• Workflow
  Git, Bash, Jupyter notebooks
• Markup
  LaTeX, Markdown, HTML

Courses

• 08/2016
  Mountain Leader Award (summer) training, Mountain Training UK
• 11/2015
  Outdoors Emergency First Aid, British Association of Ski Patrollers
• 10/2015 – 11/2015
  Scientific Computing, Edinburgh Parallel Computing Centre, University of Edinburgh
• 08/2015 – 09/2015
  Machine Learning Summer School, Kyoto University
• 01/2014 – 03/2014
  Beginners Chinese (1.2), Confucius Institute for Scotland, University of Edinburgh
• 09/2013 – 11/2013
  Beginners Chinese (1.1), Confucius Institute for Scotland, University of Edinburgh
• 10/2010 – 03/2011
  Intermediate German (3), Language Unit, Cambridge University Engineering Department
• 10/2009 – 03/2010
  Intermediate German (2), Language Unit, Cambridge University Engineering Department