Xiaoyun Li

My name is Xiaoyun Li. I’m a research scientist at Baidu Research Institute, developing algorithms and theory for big data and machine learning. Before joining Baidu, I received my Ph.D in statistics from Rutgers University.

Education

Work experience

Interests

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

Selected Publications

(* : alphabetical order)

Pre-prints:

Dimensionality Reduction & Compression:

Randomized Algorithms, Hashing, Kernel Methods:

Distributed/Federated Optimization:

Computer Vision:

Causal Inference:

Service and leadership