متابعة
Shai Shalev-Shwartz
Shai Shalev-Shwartz
The Hebrew University
بريد إلكتروني تم التحقق منه على cs.huji.ac.il - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Understanding Machine Learning: From Theory to Algorithms‏
S Shalev-Shwartz, S Ben-David‏
Cambridge University Press, 2014‏
88452014
Understanding Machine Learning: From Theory to Algorithms‏
S Shalev-Shwartz, S Ben-David‏
Cambridge University Press, 2014‏
88452014
Pegasos: Primal estimated sub-gradient solver for svm‏
S Shalev-Shwartz, Y Singer, N Srebro‏
Proceedings of the 24th international conference on Machine learning, 807-814, 2007‏
28992007
Online learning and online convex optimization‏
S Shalev-Shwartz‏
Foundations and Trends® in Machine Learning 4 (2), 107-194, 2012‏
26732012
Online passive-aggressive algorithms‏
K Crammer, O Dekel, J Keshet, S Shalev-Shwartz, Y Singer‏
Journal of Machine Learning Research 7 (Mar), 551-585, 2006‏
26702006
Efficient projections onto the l1-ball for learning in high dimensions‏
J Duchi, S Shalev-Shwartz, Y Singer, T Chandra‏
Proceedings of the 25th international conference on Machine learning, 272-279, 2008‏
17612008
Stochastic dual coordinate ascent methods for regularized loss‏
S Shalev-Shwartz, T Zhang‏
The Journal of Machine Learning Research 14 (1), 567-599, 2013‏
12582013
Safe, multi-agent, reinforcement learning for autonomous driving‏
S Shalev-Shwartz, S Shammah, A Shashua‏
arXiv preprint arXiv:1610.03295, 2016‏
11762016
On a formal model of safe and scalable self-driving cars‏
S Shalev-Shwartz, S Shammah, A Shashua‏
arXiv preprint arXiv:1708.06374, 2017‏
10892017
Decoupling" when to update" from" how to update"‏
E Malach, S Shalev-Shwartz‏
Advances in neural information processing systems 30, 2017‏
7022017
On the computational efficiency of training neural networks‏
R Livni, S Shalev-Shwartz, O Shamir‏
Advances in neural information processing systems 27, 2014‏
6392014
Learnability, stability and uniform convergence‏
S Shalev-Shwartz, O Shamir, N Srebro, K Sridharan‏
The Journal of Machine Learning Research 11, 2635-2670, 2010‏
5962010
Stochastic methods for l1 regularized loss minimization‏
S Shalev-Shwartz, A Tewari‏
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009‏
5282009
Accelerated proximal stochastic dual coordinate ascent for regularized loss minimization‏
S Shalev-Shwartz, T Zhang‏
International conference on machine learning, 64-72, 2014‏
5212014
Composite objective mirror descent.‏
JC Duchi, S Shalev-Shwartz, Y Singer, A Tewari‏
Colt 10, 14-26, 2010‏
4332010
Online and batch learning of pseudo-metrics‏
S Shalev-Shwartz, Y Singer, AY Ng‏
Proceedings of the twenty-first international conference on Machine learning, 94, 2004‏
4192004
Stochastic Convex Optimization.‏
S Shalev-Shwartz, O Shamir, N Srebro, K Sridharan‏
COLT 2 (4), 5, 2009‏
3892009
Online learning: Theory, algorithms, and applications‏
S Shalev-Shwartz‏
Hebrew University, 2007‏
3792007
SVM optimization: inverse dependence on training set size‏
S Shalev-Shwartz, N Srebro‏
Proceedings of the 25th international conference on Machine learning, 928-935, 2008‏
3392008
Proving the lottery ticket hypothesis: Pruning is all you need‏
E Malach, G Yehudai, S Shalev-Schwartz, O Shamir‏
International Conference on Machine Learning, 6682-6691, 2020‏
3282020
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مقالات 1–20