Song Liu (柳松)

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Assoc. Professor in Data Science and AI,
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 am happy to accept new PhD students. If you are interested in working on Machine Learning at Bristol, you may find several funding opportunities, such as Prob_AI and CSC scholarship.

Select papers in recent years (*post/undergrad students I supervise)

PhD students

Graduated PhD students

Teaching

Employment History

Education