Research Associate in Statistics and Machine Learning,
Department of Mathematics,
Imperial College London
180 Queen's Gate
South Kensington
London, SW7 2AZ
Research
I am a Research Associate at Imperial College London in statistics and machine learning, working with Nick Heard on the Network Stochastic Processes and Time Series (NeST) programme.
I previously completed my PhD at the University of Bristol, entitled "Spectral embedding of large graphs and dynamic networks", supervised by Patrick Rubin-Delanchy.
My research is about developing methods for exploratory analysis of complex data, such as large graphs, dynamic networks, natural language and high-dimensional data.
Broadly, my interests include:
- clustering,
- manifold learning,
- topological data analysis,
- network analysis,
- representation learning / embedding,
- dimension reduction,
- spectral methods,
- high-dimensional statistics,
- non-parametric statistics.
I am currently organising the Network Stochastic Processes and Time Series Seminar.
