Song Liu (柳松)


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

Turing Fellow, Alan Turing Institute.

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

*The actual person may look slightly bigger different than the image. 🙃


I am a statistical machine learning researcher who has 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. We have seen many important works being done along this line, such as Generative Adversarial Net.


Select publications in the last 5 years

PhD students


Research Grants

Employment History