no code implementations • 4 Feb 2021 • Zhuosheng Zhang, Jiarui Li, Shucheng Yu, Christian Makaya
For model privacy, local model parameters in federated learning shall be obfuscated before sent to the remote aggregator.
no code implementations • 7 Dec 2020 • Christian Makaya, Amalendu Iyer, Jonathan Salfity, Madhu Athreya, M Anthony Lewis
Computing at the edge is increasingly important since a massive amount of data is generated.
1 code implementation • 14 Apr 2018 • Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan
Our focus is on a generic class of machine learning models that are trained using gradient-descent based approaches.