Raef Bassily
Raef Bassily
Assistant Professor, Computer Science & Engineering, The Ohio State University
Verifierad e-postadress på osu.edu - Startsida
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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
3572014
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
3572014
Local, private, efficient protocols for succinct histograms
R Bassily, A Smith
Proceedings of the forty-seventh annual ACM symposium on Theory of computing …, 2015
2482015
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
2002013
Algorithmic stability for adaptive data analysis
R Bassily, K Nissim, A Smith, T Steinke, U Stemmer, J Ullman
Proceedings of the forty-eighth annual ACM symposium on Theory of Computing …, 2016
1692016
Practical Locally Private Heavy Hitters.
R Bassily, K Nissim, U Stemmer, A Thakurta
Journal of Machine Learning Research 21 (16), 1-42, 2020
1172020
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
1042018
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
652013
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
552012
Ergodic secret alignment
R Bassily, S Ulukus
IEEE Transactions on Information Theory 58 (3), 1594-1611, 2011
512011
Private empirical risk minimization, revisited
R Bassily, A Smith, A Thakurta
rem 3, 19, 2014
402014
Learners that use little information
R Bassily, S Moran, I Nachum, J Shafer, A Yehudayoff
Algorithmic Learning Theory, 25-55, 2018
392018
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
302012
Private stochastic convex optimization with optimal rates
R Bassily, V Feldman, K Talwar, A Guha Thakurta
Advances in Neural Information Processing Systems 32, 11282-11291, 2019
232019
On exponential convergence of sgd in non-convex over-parametrized learning
R Bassily, M Belkin, S Ma
arXiv preprint arXiv:1811.02564, 2018
232018
Model-agnostic private learning
R Bassily, O Thakkar, A Guha Thakurta
Advances in Neural Information Processing Systems 31, 7102-7112, 2018
232018
Linear queries estimation with local differential privacy
R Bassily
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
182019
More general queries and less generalization error in adaptive data analysis
R Bassily, A Smith, T Steinke, J Ullman
arXiv preprint arXiv:1503.04843, 2015
152015
Typicality-based stability and privacy
R Bassily, Y Freund
arXiv preprint arXiv:1604.03336, 2016
122016
Causal erasure channels
R Bassily, A Smith
Proceedings of the twenty-fifth annual ACM-SIAM symposium on Discrete …, 2014
122014
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Artiklar 1–20