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author = Shalev-Shwartz, Shai (11 entries)  Select: All None   Action: Show BibTeX

Shai Shalev-Shwartz and S. Ben-David. 2014. Understanding Machine Learning: From Theory to Algorithms. Cambridge University Press. [book.ml, ebook, perceptron] url pdf google scholar books
Andrew Cotter, Shai Shalev-Shwartz and Nati Srebro. 2013. Learning optimally sparse support vector machines. In Proceedings of the 30th International Conference on Machine Learning (ICML-13), pp 266--274. cit 3. [perceptron] pdf pdf google scholar
Shai Shalev-Shwartz. 2011. Online learning and online convex optimization. Foundations and Trends in Machine Learning, vol 4, no 2, pp 107--194. [perceptron] pdf google scholar
Shai Shalev-Shwartz, Yoram Singer, Nathan Srebro and Andrew Cotter. 2011. Pegasos: Primal estimated sub-gradient solver for svm. Mathematical programming, vol 127, no 1, pp 3--30. Springer. (PEGASOS). [perceptron] pdf google scholar
Shai Shalev-Shwartz. 2009. Introduction to Machine Learning. (lecture notes). [perceptron] pdf url google scholar
Shai Shalev-Shwartz and Nathan Srebro. 2008. SVM optimization: inverse dependence on training set size. In Proceedings of the 25th international conference on Machine learning, pp 928--935. ACM. [perceptron] pdf google scholar
Ofer Dekel, Shai Shalev-Shwartz and Yoram Singer. 2008. The Forgetron: A kernel-based perceptron on a budget. SIAM Journal on Computing, vol 37, no 5, pp 1342--1372. SIAM. (FORGETRON). cit 85. [perceptron] pdf google scholar
Shai Shalev-Shwartz and Yoram Singer. 2007. A primal-dual perspective of online learning algorithms. Machine Learning, vol 69, no 2-3, pp 115--142. Springer. [perceptron] pdf google scholar
Shai Shalev-Shwartz. 2007. Online Learning: Theory, Algorithms, and Applications. Phd Thesis. Hebrew University. [perceptron] pdf google scholar
Koby Crammer, Ofer Dekel, Joseph Keshet, Shai Shalev-Shwartz and Yoram Singer. 2006. Online passive-aggressive algorithms. The Journal of Machine Learning Research, vol 7, pp 551--585. JMLR. org. (PA). [perceptron] pdf annote google scholar
Ofer Dekel, Shai Shalev-Shwartz and Yoram Singer. 2005. The Forgetron: A kernel-based perceptron on a fixed budget. In NIPS. (FORGETRON). cit 68. [perceptron] pdf annote google scholar

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