Dr Henry Gouk - University of Edinburgh

Research Fellowships 2022

Dr Gouk aims to enable machine learning to do more with less data and computing resources. Machine learning has the potential to revolutionise how science and engineering are done in practice, but in many application domains there are insufficient resources to make use of existing techniques.

Dr Gouk's research is focused on developing machine learning systems that can seek out and/or leverage extra contextual information about the tasks to be solved. This enables machine learning systems to learn more robust models with less data. Such contextual information could include examples of good models for related tasks, natural language descriptions of the phenomena being modelled, knowledge of underlying causal mechanisms, or other meta-data associated with tasks.

Personal website:

https://www.henrygouk.com/

https://www.linkedin.com/in/henry-gouk-68530680/

Twitter: @henrygouk