Alon Gonen
Alon Gonen
OrCam
Verified email at orcam.com - Homepage
Title
Cited by
Cited by
Year
Large-scale convex minimization with a low-rank constraint
S Shalev-Shwartz, A Gonen, O Shamir
arXiv preprint arXiv:1106.1622, 2011
1542011
Strongly adaptive online learning
A Daniely, A Gonen, S Shalev-Shwartz
International Conference on Machine Learning, 1405-1411, 2015
812015
Efficient active learning of halfspaces: an aggressive approach
A Gonen, S Sabato, S Shalev-Shwartz
International Conference on Machine Learning, 480-488, 2013
53*2013
The sample complexity of subspace learning with partial information
A Gonen, D Rosenbaum, Y Eldar, S Shalev-Shwartz
The Journal of Machine Learning Research 17, 1821--1841, 2014
38*2014
Solving ridge regression using sketched preconditioned svrg
A Gonen, F Orabona, S Shalev-Shwartz
International Conference on Machine Learning, 1397-1405, 2016
302016
Learning in non-convex games with an optimization oracle
N Agarwal, A Gonen, E Hazan
Conference on Learning Theory, 18-29, 2019
272019
Fast rates for empirical risk minimization of strict saddle problems
A Gonen, S Shalev-Shwartz
Proceedings of the 30th Conference on Learning Theory, 1043-1063, 2017
232017
Average stability is invariant to data preconditioning. implications to exp-concave empirical risk minimization
A Gonen, S Shalev-Shwartz
Journal of Machine Learning Research 18, 222:1--222:13, 2018
18*2018
Faster sgd using sketched conditioning
A Gonen, S Shalev-Shwartz
arXiv preprint arXiv:1506.02649, 2015
152015
Private learning implies online learning: An efficient reduction
A Gonen, E Hazan, S Moran
arXiv preprint arXiv:1905.11311, 2019
82019
Smooth sensitivity based approach for differentially private principal component analysis
R Gilad-Bachrach, A Gonen
arXiv preprint arXiv:1710.10556, 2017
42017
Towards a combinatorial characterization of bounded memory learning
A Gonen, S Lovett, M Moshkovitz
arXiv preprint arXiv:2002.03123, 2020
32020
Boosting Simple Learners
N Alon, A Gonen, E Hazan, S Moran
arXiv preprint arXiv:2001.11704, 2020
2020
Optimal Sketching Bounds for Exp-concave Stochastic Minimization
N Agarwal, A Gonen
arXiv preprint arXiv:1805.08268, 2018
2018
Effective Dimension of Exp-concave Optimization
N Agarwal, A Gonen
arXiv preprint arXiv:1805.08268, 2018
2018
The system can't perform the operation now. Try again later.
Articles 1–15