Zheng Xu
Zheng Xu
- Joined October 2017
Names
Emails
****@cs.umd.edu (Confirmed)
, ****@gmail.com (Confirmed)
, ****@google.com (Confirmed)
Personal Links
Education & Career History
Research Scientist
Google (google.com)
2019 – Present
PhD student
Department of Computer Science, University of Maryland, College Park (cs.umd.edu)
2014 – 2019
Advisors, Relations & Conflicts
Expertise
Federated learning, differential privacy, robustness, personalization
2019 – Present
Optimization, distributed computing, first-order method, stochastic method, minimax problem, ADMM, primal-dual method
2016 – Present
Machine learning, neural networks, ResNet, CNN, GAN, Low rank and sparse models, SVM, linear models
2010 – Present
Computer vision, domain adaptation, image recognition, dehazing, style transfer
2010 – 2019