Hello World!

My name is Xiaoyun Li. I’m a machine learning scientist at LinkedIn, developing algorithms and theory for big data and machine learning. Before joining Linkedin, I was a research scientist at Baidu Research.

Education

Work experience

Interests

Statistics, Machine Learning, Randomized Algorithms, Information Retrieval, Privacy, Distributed Optimization, Deep Learning, Basketball, Guitar… and anything interesting!

Service and leadership

Selected Publications

(* : alphabetical order)

Pre-prints:

Dimensionality Reduction & Compression:

Randomized Algorithms, Hashing, Kernel Methods:

Distributed/Federated Optimization:

Causal Inference and Privacy:

Computer Vision: