Awni Hannun

Privacy Preserving Machine Learning

The focus of this work is learning models while keeping the data and/or the learned models private.

Selected Publications
  • Certified Data Removal from Machine Learning Models Chuan Guo, Tom Goldstein, Awni Hannun, Laurens van der Maaten. ICML 2020. (paper, code)
  • Privacy-Preserving Multi-Party Contextual Bandits Awni Hannun, Brian Knott, Shubho Sengupta, Laurens van der Maaten. arXiv:1910.05299 2019. (paper, code)