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Raef Bassily
Raef Bassily
Assistant Professor, Computer Science & Engineering, The Ohio State University
Подтвержден адрес электронной почты в домене osu.edu - Главная страница
Название
Процитировано
Процитировано
Год
Private empirical risk minimization: Efficient algorithms and tight error bounds
R Bassily, A Smith, A Thakurta
2014 IEEE 55th Annual Symposium on Foundations of Computer Science, 464-473, 2014
5922014
Private empirical risk minimization: Efficient algorithms and tight error bounds
R Bassily, A Smith, A Thakurta
2014 IEEE 55th Annual Symposium on Foundations of Computer Science, 464-473, 2014
5922014
Local, private, efficient protocols for succinct histograms
R Bassily, A Smith
Proceedings of the forty-seventh annual ACM symposium on Theory of computing …, 2015
3512015
Cooperative security at the physical layer: A summary of recent advances
R Bassily, E Ekrem, X He, E Tekin, J Xie, MR Bloch, S Ulukus, A Yener
IEEE Signal Processing Magazine 30 (5), 16-28, 2013
2182013
Algorithmic stability for adaptive data analysis
R Bassily, K Nissim, A Smith, T Steinke, U Stemmer, J Ullman
SIAM Journal on Computing 50 (3), STOC16-377-STOC16-405, 2021
2102021
Practical locally private heavy hitters
R Bassily, K Nissim, U Stemmer, A Guha Thakurta
Advances in Neural Information Processing Systems 30, 2017
1912017
The power of interpolation: Understanding the effectiveness of SGD in modern over-parametrized learning
S Ma, R Bassily, M Belkin
International Conference on Machine Learning, 3325-3334, 2018
1852018
Private stochastic convex optimization with optimal rates
R Bassily, V Feldman, K Talwar, A Guha Thakurta
Advances in Neural Information Processing Systems 32, 2019
872019
Coupled-worlds privacy: Exploiting adversarial uncertainty in statistical data privacy
R Bassily, A Groce, J Katz, A Smith
2013 IEEE 54th Annual Symposium on Foundations of Computer Science, 439-448, 2013
792013
Learners that use little information
R Bassily, S Moran, I Nachum, J Shafer, A Yehudayoff
Algorithmic Learning Theory, 25-55, 2018
682018
Deaf cooperation and relay selection strategies for secure communication in multiple relay networks
R Bassily, S Ulukus
IEEE Transactions on Signal Processing 61 (6), 1544-1554, 2012
612012
Stability of stochastic gradient descent on nonsmooth convex losses
R Bassily, V Feldman, C Guzmán, K Talwar
Advances in Neural Information Processing Systems 33, 4381-4391, 2020
572020
On exponential convergence of sgd in non-convex over-parametrized learning
R Bassily, M Belkin, S Ma
arXiv preprint arXiv:1811.02564, 2018
502018
Ergodic secret alignment
R Bassily, S Ulukus
IEEE Transactions on Information Theory 58 (3), 1594-1611, 2011
502011
Private empirical risk minimization, revisited
R Bassily, A Smith, A Thakurta
rem 3, 19, 2014
382014
Model-agnostic private learning
R Bassily, O Thakkar, A Guha Thakurta
Advances in Neural Information Processing Systems 31, 2018
352018
Linear queries estimation with local differential privacy
R Bassily
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
322019
Secure communication in multiple relay networks through decode-and-forward strategies
R Bassily, S Ulukus
Journal of Communications and Networks 14 (4), 352-363, 2012
322012
Private query release assisted by public data
R Bassily, A Cheu, S Moran, A Nikolov, J Ullman, S Wu
International Conference on Machine Learning, 695-703, 2020
212020
Limits of private learning with access to public data
N Alon, R Bassily, S Moran
Advances in neural information processing systems 32, 2019
182019
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