Research Interests

• Distributed Cyber Physical Sytems (esp. autonomous vehicles)
• (Multi) agent-based intelligent systems
• Statistical modelling and machine learning
• Specification and verification of AI systems
• Natural language processing
• Intelligent interfaces

Publications

• Identification of Gaussian process state space models.
  Eleftheriadis, Stefanos, Thomas F. W. Nicholson, Marc Deisenroth, and James Hensman.
  Advances in Neural Information Processing Systems (NeurIPS 2017).
  [arXiv]

• Continuous recognition of one-handed and two-handed gestures using 3D full-body motion tracking sensors.
  Kristensson, Per Ola, Thomas Nicholson, and Aaron Quigley.
  In Proceedings of the 2012 ACM international conference on Intelligent User Interfaces(IUI 2012).
  [paper]

Education

• Mar. 2020 – Current, PhD candidate, Computer Science and Engineering, Seoul National University (advisor: Chung-Kil Hur)
• 2015 – 2016, MPhil, Machine Learning Speech and Language Technology, University of Cambridge
• 2008 – 2012, BSc, Computer Science, University of St Andrews

Experience

• 2018 – 2019, Machine Learning Researcher, fetch.ai
• 2016 – 2018, Senior Machine Learning Engineer, PROWLER.io
• 2012 – 2015, Software Engineer, SwiftKey
• 2011 – 2012, Research Assistant for British Military, University of St Andrews
• Summer 2011, Summer Undergraduate Research Internship Program, University of St Andrews
• 2005 – 2008 Foreign Language Teacher, Beijing

Personal Interests

• Science fiction
• Single-player immersive games
• Occasionally doing extreme exercise
• Drinking amazing wine
• Brewing average beer