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Prof Hao Ni
Department of Mathematics University College
Gower Street
Prof Hao Ni profile picture
  • Professor of Mathematics
  • Dept of Mathematics
  • Faculty of Maths & Physical Sciences

Hao Ni is a professor of Mathematics at University College London (UCL) and a Turing Fellow at the Alan Turing Institute. She finished her DPhil in mathematics at the University of Oxford. She held postdoctoral positions at ICERM and the Department of Applied Mathematics at Brown University (2012-2013) and the Oxford-Man Institute of QuantitativeFinance (2012-2016). She was an associate professor at the financial mathematics group, UCL(2016-09/2022).

Research Themes
Research Summary

My research interests include stochastic analysis, financial mathematics and machine learning. More specifically I am interested in non-parametric modelling effects of data streams through rough paths theory and statistical models. Rough paths theory is a non-linear extension of classical theory of control differential equations to model highly oscillatory systems, and the core concept in rough paths theory is the signature of a path, which can be used as useful features for learning to summarize sequential data in terms of its effect. Moreover, I am also interested in its applications, e.g. online Chinese handwritten character recognition and financial data analysis.

Teaching Summary

Jan 2017 -- Mar 2021 Mathematics and Statistics of Algorithmic Trading, UCL.

Oct 2014 -- Nov 2014: Lecturer for the introduction of Rough Path Theory, University of Oxford.

Oct 2014 -- Dec 2014: Tutor for MSc course - Statistics and Financial Data Analysis, University of Oxford.

Jan 2013 -- May 2013: Teaching Assistant for the APMA1200 course Operations Research: Probabilistic Models, Brown University.

16-SEP-2016 – 30-SEP-2022 Associate professor Department of Mathematics University College London, United Kingdom
01-SEP-2015 – 31-AUG-2016 Senior Postdoctoral Fellow Oxford-Man Institute of Quantitative Finance University of Oxford, United Kingdom
15-SEP-2012 – 15-MAY-2013 Visiting Postdoctoral Researcher ICERM and Applied Mathematics Department Brown University, United States
15-SEP-2012 – 31-AUG-2015 Postdoctoral Fellow Oxford-Man Institute of Quantitative Finance University of Oxford, United Kingdom
Academic Background
2012   Doctor of Philosophy University of Oxford
2009   Master of Science University of Oxford
2008   Bachelor of Science Southeast University
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