| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Shai Shalev-Shwartz, Ohad Shamir, Eran Tromer |
Using More Data to Speed-up Training Time.  |
Journal of Machine Learning Research - Proceedings Track  |
2012 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz |
Online Learning and Online Convex Optimization. |
Foundations and Trends in Machine Learning |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Elad Hazan, Satyen Kale, Shai Shalev-Shwartz |
Near-Optimal Algorithms for Online Matrix Prediction |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Andrew Cotter, Shai Shalev-Shwartz, Nathan Srebro |
The Kernelized Stochastic Batch Perceptron |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Shai Ben-David, Shai Shalev-Shwartz, Ruth Urner |
Domain Adaptation--Can Quantity compensate for Quality?. |
ISAIM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Amit Daniely, Sivan Sabato, Shai Ben-David, Shai Shalev-Shwartz |
Multiclass Learnability and the ERM principle. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Ambuj Tewari |
Stochastic Methods for l1-regularized Loss Minimization. |
Journal of Machine Learning Research |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ohad Shamir, Shai Shalev-Shwartz |
Collaborative Filtering with the Trace Norm: Learning, Bounding, and Transducing. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, Ohad Shamir |
Efficient Learning with Partially Observed Attributes. |
Journal of Machine Learning Research |
2011 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Ohad Shamir, Eran Tromer |
Using More Data to Speed-up Training Time |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Alon Gonen, Sivan Sabato, Shai Shalev-Shwartz |
Active Learning Halfspaces under Margin Assumptions |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Alon Gonen, Ohad Shamir |
Large-Scale Convex Minimization with a Low-Rank Constraint |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Yonatan Wexler, Amnon Shashua |
ShareBoost: Efficient Multiclass Learning with Feature Sharing |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Yoram Singer, Nathan Srebro, Andrew Cotter |
Pegasos: primal estimated sub-gradient solver for SVM. |
Math. Program. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan |
Learning Kernel-Based Halfspaces with the 0-1 Loss. |
SIAM J. Comput. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, Ohad Shamir |
Online Learning of Noisy Data. |
IEEE Transactions on Information Theory |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan |
Learning Linear and Kernel Predictors with the 01 Loss Function. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ruth Urner, Shai Shalev-Shwartz, Shai Ben-David |
Access to Unlabeled Data can Speed up Prediction Time. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Alon Gonen, Ohad Shamir |
Large-Scale Convex Minimization with a Low-Rank Constraint. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, Ohad Shamir |
Quantity Makes Quality: Learning with Partial Views. |
AAAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Yonatan Wexler, Amnon Shashua |
ShareBoost: Efficient multiclass learning with feature sharing. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Nathan Srebro, Tong Zhang |
Trading Accuracy for Sparsity in Optimization Problems with Sparsity Constraints. |
SIAM Journal on Optimization |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Ohad Shamir, Nathan Srebro, Karthik Sridharan |
Learnability, Stability and Uniform Convergence. |
Journal of Machine Learning Research |
2010 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Yoram Singer |
On the equivalence of weak learnability and linear separability: new relaxations and efficient boosting algorithms. |
Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan |
Learning Kernel-Based Halfspaces with the Zero-One Loss |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, Ohad Shamir |
Efficient Learning with Partially Observed Attributes |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, Ohad Shamir |
Online Learning of Noisy Data with Kernels |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, Ohad Shamir |
Efficient Learning with Partially Observed Attributes. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, Ohad Shamir |
Online Learning of Noisy Data with Kernels. |
COLT |
2010 |
DBLP BibTeX RDF |
|
| 1 | John C. Duchi, Shai Shalev-Shwartz, Yoram Singer, Ambuj Tewari |
Composite Objective Mirror Descent. |
COLT |
2010 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan |
Learning Kernel-Based Halfspaces with the Zero-One Loss. |
COLT |
2010 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Shai Shalev-Shwartz, Ambuj Tewari |
Applications of strong convexity--strong smoothness duality to learning with matrices |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer |
Individual sequence prediction using memory-efficient context trees. |
IEEE Transactions on Information Theory |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Ambuj Tewari |
Stochastic methods for l1 regularized loss minimization. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan |
The Complexity of Improperly Learning Large Margin Halfspaces. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Ohad Shamir, Nathan Srebro, Karthik Sridharan |
Learnability and Stability in the General Learning Setting. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Shai Ben-David, Dávid Pál, Shai Shalev-Shwartz |
Agnostic Online Learning. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Ohad Shamir, Nathan Srebro, Karthik Sridharan |
Stochastic Convex Optimization. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Yonatan Amit, Shai Shalev-Shwartz, Yoram Singer |
Online Learning of Complex Prediction Problems Using Simultaneous Projections. |
Journal of Machine Learning Research |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Sivan Sabato, Shai Shalev-Shwartz |
Ranking Categorical Features Using Generalization Properties. |
Journal of Machine Learning Research |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer |
The Forgetron: A Kernel-Based Perceptron on a Budget. |
SIAM J. Comput. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz |
Perceptron Algorithm. |
Encyclopedia of Algorithms |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Sham M. Kakade, Shai Shalev-Shwartz, Ambuj Tewari |
Efficient bandit algorithms for online multiclass prediction. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Nathan Srebro |
SVM optimization: inverse dependence on training set size. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | John C. Duchi, Shai Shalev-Shwartz, Yoram Singer, Tushar Chandra |
Efficient projections onto the l1-ball for learning in high dimensions. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Yoram Singer |
On the Equivalence of Weak Learnability and Linear Separability: New Relaxations and Efficient Boosting Algorithms. |
COLT |
2008 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Sham M. Kakade |
Mind the Duality Gap: Logarithmic regret algorithms for online optimization. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Karthik Sridharan, Shai Shalev-Shwartz, Nathan Srebro |
Fast Rates for Regularized Objectives. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Yoram Singer |
A Unified Algorithmic Approach for Efficient Online Label Ranking. |
Journal of Machine Learning Research - Proceedings Track |
2007 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Yoram Singer |
A primal-dual perspective of online learning algorithms. |
Machine Learning |
2007 |
DBLP DOI BibTeX RDF |
Mistake bounds, Regret bounds, Online learning, Duality |
| 1 | Joseph Keshet, Shai Shalev-Shwartz, Yoram Singer, Dan Chazan |
A Large Margin Algorithm for Speech-to-Phoneme and Music-to-Score Alignment. |
IEEE Transactions on Audio, Speech & Language Processing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Yoram Singer, Nathan Srebro |
Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Sivan Sabato, Shai Shalev-Shwartz |
Prediction by Categorical Features: Generalization Properties and Application to Feature Ranking. |
COLT |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Koby Crammer, Ofer Dekel, Joseph Keshet, Shai Shalev-Shwartz, Yoram Singer |
Online Passive-Aggressive Algorithms. |
Journal of Machine Learning Research |
2006 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Yoram Singer |
Efficient Learning of Label Ranking by Soft Projections onto Polyhedra. |
Journal of Machine Learning Research |
2006 |
DBLP BibTeX RDF |
|
| 1 | Michael Fink 0002, Shai Shalev-Shwartz, Yoram Singer, Shimon Ullman |
Online multiclass learning by interclass hypothesis sharing. |
ICML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Joseph Keshet, Shai Shalev-Shwartz, Samy Bengio, Yoram Singer, Dan Chazan |
Discriminative kernel-based phoneme sequence recognition. |
INTERSPEECH |
2006 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Yoram Singer |
Online Learning Meets Optimization in the Dual. |
COLT |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Yonatan Amit, Shai Shalev-Shwartz, Yoram Singer |
Online Classification for Complex Problems Using Simultaneous Projections. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Yoram Singer |
Convex Repeated Games and Fenchel Duality. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer |
Smooth epsiloon-Insensitive Regression by Loss Symmetrization. |
Journal of Machine Learning Research |
2005 |
DBLP BibTeX RDF |
|
| 1 | Joseph Keshet, Shai Shalev-Shwartz, Yoram Singer, Dan Chazan |
Phoneme alignment based on discriminative learning. |
INTERSPEECH |
2005 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Yoram Singer |
A New Perspective on an Old Perceptron Algorithm. |
COLT |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer |
The Forgetron: A Kernel-Based Perceptron on a Fixed Budget. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Joseph Keshet, Yoram Singer |
Learning to Align Polyphonic Music. |
ISMIR |
2004 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Yoram Singer, Andrew Y. Ng |
Online and batch learning of pseudo-metrics. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer |
The Power of Selective Memory: Self-Bounded Learning of Prediction Suffix Trees. |
NIPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer |
Smooth e-Intensive Regression by Loss Symmetrization. |
COLT |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Koby Crammer, Ofer Dekel, Yoram Singer |
Online Passive-Aggressive Algorithms. |
NIPS |
2003 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Shlomo Dubnov, Nir Friedman, Yoram Singer |
Robust temporal and spectral modeling for query By melody. |
SIGIR |
2002 |
DBLP DOI BibTeX RDF |
query by melody, spectral modeling, graphical models, music information retrieval |
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