Shai Shalev-Shwartz

2008
27	EE	Shai Shalev-Shwartz, Yoram Singer: On the Equivalence of Weak Learnability and Linear Separability: New Relaxations and Efficient Boosting Algorithms. COLT 2008: 311-322
26	EE	John Duchi, Shai Shalev-Shwartz, Yoram Singer, Tushar Chandra: Efficient projections onto the l1-ball for learning in high dimensions. ICML 2008: 272-279
25	EE	Sham M. Kakade, Shai Shalev-Shwartz, Ambuj Tewari: Efficient bandit algorithms for online multiclass prediction. ICML 2008: 440-447
24	EE	Shai Shalev-Shwartz, Nathan Srebro: SVM optimization: inverse dependence on training set size. ICML 2008: 928-935
23	EE	Shai Shalev-Shwartz, Sham M. Kakade: Mind the Duality Gap: Logarithmic regret algorithms for online optimization. NIPS 2008: 1457-1464
22	EE	Karthik Sridharan, Shai Shalev-Shwartz, Nathan Srebro: Fast Rates for Regularized Objectives. NIPS 2008: 1545-1552
21	EE	Shai Shalev-Shwartz: Perceptron Algorithm. Encyclopedia of Algorithms 2008
20	EE	Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer: The Forgetron: A Kernel-Based Perceptron on a Budget. SIAM J. Comput. 37(5): 1342-1372 (2008)
2007
19	EE	Sivan Sabato, Shai Shalev-Shwartz: Prediction by Categorical Features: Generalization Properties and Application to Feature Ranking. COLT 2007: 559-573
18	EE	Shai Shalev-Shwartz, Yoram Singer, Nathan Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. ICML 2007: 807-814
17	EE	Joseph Keshet, Shai Shalev-Shwartz, Yoram Singer, D. Chazan: A Large Margin Algorithm for Speech-to-Phoneme and Music-to-Score Alignment. IEEE Transactions on Audio, Speech & Language Processing 15(8): 2373-2382 (2007)
16	EE	Shai Shalev-Shwartz, Yoram Singer: A primal-dual perspective of online learning algorithms. Machine Learning 69(2-3): 115-142 (2007)
2006
15	EE	Shai Shalev-Shwartz, Yoram Singer: Online Learning Meets Optimization in the Dual. COLT 2006: 423-437
14	EE	Michael Fink, Shai Shalev-Shwartz, Yoram Singer, Shimon Ullman: Online multiclass learning by interclass hypothesis sharing. ICML 2006: 313-320
13	EE	Shai Shalev-Shwartz, Yoram Singer: Convex Repeated Games and Fenchel Duality. NIPS 2006: 1265-1272
12	EE	Yonatan Amit, Shai Shalev-Shwartz, Yoram Singer: Online Classification for Complex Problems Using Simultaneous Projections. NIPS 2006: 17-24
11	EE	Shai Shalev-Shwartz, Yoram Singer: Efficient Learning of Label Ranking by Soft Projections onto Polyhedra. Journal of Machine Learning Research 7: 1567-1599 (2006)
10	EE	Koby Crammer, Ofer Dekel, Joseph Keshet, Shai Shalev-Shwartz, Yoram Singer: Online Passive-Aggressive Algorithms. Journal of Machine Learning Research 7: 551-585 (2006)
2005
9	EE	Shai Shalev-Shwartz, Yoram Singer: A New Perspective on an Old Perceptron Algorithm. COLT 2005: 264-278
8	EE	Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer: The Forgetron: A Kernel-Based Perceptron on a Fixed Budget. NIPS 2005
7	EE	Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer: Smooth epsiloon-Insensitive Regression by Loss Symmetrization. Journal of Machine Learning Research 6: 711-741 (2005)
2004
6	EE	Shai Shalev-Shwartz, Yoram Singer, Andrew Y. Ng: Online and batch learning of pseudo-metrics. ICML 2004
5	EE	Shai Shalev-Shwartz, Joseph Keshet, Yoram Singer: Learning to Align Polyphonic Music. ISMIR 2004
4	EE	Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer: The Power of Selective Memory: Self-Bounded Learning of Prediction Suffix Trees. NIPS 2004
2003
3	EE	Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer: Smooth e-Intensive Regression by Loss Symmetrization. COLT 2003: 433-447
2	EE	Shai Shalev-Shwartz, Koby Crammer, Ofer Dekel, Yoram Singer: Online Passive-Aggressive Algorithms. NIPS 2003
2002
1	EE	Shai Shalev-Shwartz, Shlomo Dubnov, Nir Friedman, Yoram Singer: Robust temporal and spectral modeling for query By melody. SIGIR 2002: 331-338

Coauthor Index

1	Yonatan Amit	[12]
2	Tushar Chandra	[26]
3	D. Chazan	[17]
4	Koby Crammer	[2] [10]
5	Ofer Dekel	[2] [3] [4] [7] [8] [10] [20]
6	Shlomo Dubnov	[1]
7	John Duchi	[26]
8	Michael Fink	[14]
9	Nir Friedman	[1]
10	Sham M. Kakade (Sham Kakade)	[23] [25]
11	Joseph Keshet	[5] [10] [17]
12	Andrew Y. Ng	[6]
13	Sivan Sabato	[19]
14	Yoram Singer	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [20] [26] [27]
15	Nathan Srebro	[18] [22] [24]
16	Karthik Sridharan	[22]
17	Ambuj Tewari	[25]
18	Shimon Ullman	[14]

Colors in the list of coauthors