Raef Bassily

Private Empirical Risk Minimization: Efficient Algorithms and Tight Error Bounds

Raef Bassily, Adam Smith, Abhradeep Thakurta · 2014 · 634 citations

Privacy Protection, Engineering, Machine Learning +16

Cooperative Security at the Physical Layer: A Summary of Recent Advances

Raef Bassily, Ersen Ekrem, Xiang He et al. · IEEE Signal Processing Magazine · 2013 · 199 citations

Wireless Communications, Engineering, Information Security +19

Algorithmic stability for adaptive data analysis

Raef Bassily, Kobbi Nissim, Adam Smith et al. · 2016 · 155 citations · Full text

Nonadaptive Model, Engineering, Adaptive Computing +17

The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning

Siyuan Ma, Raef Bassily, Mikhail Belkin · International Conference on Machine Learning · 2018 · 110 citations

Artificial Intelligence, Modern Over-parametrized Learning, Engineering +17

Coupled-Worlds Privacy: Exploiting Adversarial Uncertainty in Statistical Data Privacy

Raef Bassily, Adam Groce, Jonathan Katz et al. · 2013 · 78 citations

Privacy Protection, Engineering, Information Security +18