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Shai Shalev-Shwartz

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

Coauthor Index

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

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)