Reader in maths of data science

The University of Manchester

About me

My research spans mathematical data science, theory of deep learning and applications of deep learning. Uncertainty quantification and predictive inference for Bayesian neural networks are of topical interest to me. Biomedical and healthcare applications in the areas of statistical genetics, systems biology and pharmaceutical engineering motivate some of my research questions.

Information about my professional trajectory can be found in my CV.

Interests

  • Mathematical data science
  • Theory of deep learning
  • Applications of deep learning
  • Monte Carlo methods
  • Bayesian statistics
  • Biomedical applications

Education

  • PhD in statistics, 2009

    University of Warwick

  • MSc in statistics, 2005

    University of Warwick

  • BSc in mathematics, 2004

    University of Ioannina

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  • Oxford Road, Manchester, M13 9PL