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Ofer Dekel

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2008
18EEOfer Dekel, Ohad Shamir: Learning to classify with missing and corrupted features. ICML 2008: 216-223
17EEOfer Dekel: From Online to Batch Learning with Cutoff-Averaging. NIPS 2008: 377-384
16EEOfer Dekel, Felix A. Fischer, Ariel D. Procaccia: Incentive compatible regression learning. SODA 2008: 884-893
15EEOfer Dekel, Shai Shalev-Shwartz, Yoram Singer: The Forgetron: A Kernel-Based Perceptron on a Budget. SIAM J. Comput. 37(5): 1342-1372 (2008)
2007
14EEOfer Dekel, Felix A. Fischer, Ariel D. Procaccia: Incentive Compatible Regression Learning. Computational Social Systems and the Internet 2007
2006
13EEOfer Dekel, Philip M. Long, Yoram Singer: Online Multitask Learning. COLT 2006: 453-467
12EEOfer Dekel, Yoram Singer: Support Vector Machines on a Budget. NIPS 2006: 345-352
11EEKoby Crammer, Ofer Dekel, Joseph Keshet, Shai Shalev-Shwartz, Yoram Singer: Online Passive-Aggressive Algorithms. Journal of Machine Learning Research 7: 551-585 (2006)
2005
10EEOfer Dekel, Yoram Singer: Data-Driven Online to Batch Conversions. NIPS 2005
9EEOfer Dekel, Shai Shalev-Shwartz, Yoram Singer: The Forgetron: A Kernel-Based Perceptron on a Fixed Budget. NIPS 2005
8EEOfer Dekel, Shai Shalev-Shwartz, Yoram Singer: Smooth epsiloon-Insensitive Regression by Loss Symmetrization. Journal of Machine Learning Research 6: 711-741 (2005)
2004
7EEOfer Dekel, Joseph Keshet, Yoram Singer: Large margin hierarchical classification. ICML 2004
6EEOfer Dekel, Joseph Keshet, Yoram Singer: An Online Algorithm for Hierarchical Phoneme Classification. MLMI 2004: 146-158
5EEOfer Dekel, Shai Shalev-Shwartz, Yoram Singer: The Power of Selective Memory: Self-Bounded Learning of Prediction Suffix Trees. NIPS 2004
2003
4EEOfer Dekel, Shai Shalev-Shwartz, Yoram Singer: Smooth e-Intensive Regression by Loss Symmetrization. COLT 2003: 433-447
3EEOfer Dekel, Christopher D. Manning, Yoram Singer: Log-Linear Models for Label Ranking. NIPS 2003
2EEShai Shalev-Shwartz, Koby Crammer, Ofer Dekel, Yoram Singer: Online Passive-Aggressive Algorithms. NIPS 2003
2002
1EEOfer Dekel, Yoram Singer: Multiclass Learning by Probabilistic Embeddings. NIPS 2002: 945-952

Coauthor Index

1Koby Crammer [2] [11]
2Felix A. Fischer [14] [16]
3Joseph Keshet [6] [7] [11]
4Philip M. Long [13]
5Christopher D. Manning [3]
6Ariel D. Procaccia [14] [16]
7Shai Shalev-Shwartz [2] [4] [5] [8] [9] [11] [15]
8Ohad Shamir [18]
9Yoram Singer [1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [15]

Colors in the list of coauthors

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