Song Liu (柳松)

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Senior Lecturer in Statistical Science,
School of Mathematics,
University of Bristol.

Office GA.18
Fry Building,
Woodland Road, BS8 1UG.

Hobby Project:
Juzhen, a C++ library for fast numerical computation and neural net applicaitons.

TL;DR

I am a statistical machine learning researcher and have been mostly working on Density Ratio Estimation. I have a vision that by comparing two density functions, many machine learning problems can be solved more elegantly and efficiently. You can read more about my vision on Machine Learning via Statistical Discrepancies.

I currently do not have a quota for accepting new PhD students. If you are interested in working on Machine Learning at Bristol, please consider my excellent colleagues and I am happy to collaborate on future projects that are relevant to my research.

Work in progress

Select papers in recent years

PhD students

Graduated PhD students

Teaching

Employment History

Education