| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | John C. Duchi, Elad Hazan, Yoram Singer |
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization.  |
Journal of Machine Learning Research  |
2011 |
DBLP BibTeX RDF |
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| 1 | William W. Cohen, Robert E. Schapire, Yoram Singer |
Learning to Order Things |
CoRR |
2011 |
DBLP BibTeX RDF |
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| 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 | Moshe Dubiner, Yoram Singer |
Entire Relaxation Path for Maximum Entropy Problems. |
EMNLP |
2011 |
DBLP BibTeX RDF |
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| 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 | John C. Duchi, Elad Hazan, Yoram Singer |
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization. |
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 | John C. Duchi, Yoram Singer |
Efficient Online and Batch Learning Using Forward Backward Splitting. |
Journal of Machine Learning Research |
2009 |
DBLP DOI BibTeX RDF |
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| 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 | John C. Duchi, Yoram Singer |
Boosting with structural sparsity. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | John C. Duchi, Yoram Singer |
Efficient Learning using Forward-Backward Splitting. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Samy Bengio, Fernando C. N. Pereira, Yoram Singer, Dennis Strelow |
Group Sparse Coding. |
NIPS |
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 | 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 | 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 | John C. Platt, Daphne Koller, Yoram Singer, Sam T. Roweis (eds.) |
Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007 |
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 | Ofer Dekel, Philip M. Long, Yoram Singer |
Online Learning of Multiple Tasks with a Shared Loss. |
Journal of Machine Learning Research |
2007 |
DBLP BibTeX RDF |
|
| 1 | Yonatan Amit, Ofer Dekel, Yoram Singer |
A Boosting Algorithm for Label Covering in Multilabel Problems. |
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 | Andrea Frome, Yoram Singer, Fei Sha, Jitendra Malik |
Learning Globally-Consistent Local Distance Functions for Shape-Based Image Retrieval and Classification. |
ICCV |
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 | 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 | Ofer Dekel, Philip M. Long, Yoram Singer |
Online Multitask Learning. |
COLT |
2006 |
DBLP DOI 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 | Andrea Frome, Yoram Singer, Jitendra Malik |
Image Retrieval and Classification Using Local Distance Functions. |
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, Yoram Singer |
Support Vector Machines on a Budget. |
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 | Lavi Shpigelman, Yoram Singer, Rony Paz, Eilon Vaadia |
Spikernels: Predicting Arm Movements by Embedding Population Spike Rate Patterns in Inner-Product Spaces. |
Neural Computation |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Koby Crammer, Yoram Singer |
Online Ranking by Projecting. |
Neural Computation |
2005 |
DBLP DOI 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 | Koby Crammer, Yoram Singer |
Loss Bounds for Online Category Ranking. |
COLT |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Ofer Dekel, Yoram Singer |
Data-Driven Online to Batch Conversions. |
NIPS |
2005 |
DBLP 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 | Ofer Dekel, Joseph Keshet, Yoram Singer |
An Online Algorithm for Hierarchical Phoneme Classification. |
MLMI |
2004 |
DBLP DOI 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 | Nir Krause, Yoram Singer |
Leveraging the margin more carefully. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Ofer Dekel, Joseph Keshet, Yoram Singer |
Large margin hierarchical classification. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | John Shawe-Taylor, Yoram Singer (eds.) |
Learning Theory, 17th Annual Conference on Learning Theory, COLT 2004, Banff, Canada, July 1-4, 2004, Proceedings |
COLT |
2004 |
DBLP 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 | Lavi Shpigelman, Koby Crammer, Rony Paz, Eilon Vaadia, Yoram Singer |
A Temporal Kernel-Based Model for Tracking Hand Movements from Neural Activities. |
NIPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Eleazar Eskin, William Stafford Noble, Yoram Singer |
Protein Family Classification Using Sparse Markov Transducers. |
Journal of Computational Biology |
2003 |
DBLP BibTeX RDF |
|
| 1 | Yoav Freund, Raj D. Iyer, Robert E. Schapire, Yoram Singer |
An Efficient Boosting Algorithm for Combining Preferences. |
Journal of Machine Learning Research |
2003 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Yoram Singer |
Ultraconservative Online Algorithms for Multiclass Problems. |
Journal of Machine Learning Research |
2003 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Yoram Singer |
A Family of Additive Online Algorithms for Category Ranking. |
Journal of Machine Learning Research |
2003 |
DBLP BibTeX RDF |
|
| 1 | Kristina Toutanova, Dan Klein, Christopher D. Manning, Yoram Singer |
Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network. |
HLT-NAACL |
2003 |
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 | Koby Crammer, Yoram Singer |
Learning Algorithm for Enclosing Points in Bregmanian Spheres. |
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 | Koby Crammer, Jaz S. Kandola, Yoram Singer |
Online Classification on a Budget. |
NIPS |
2003 |
DBLP BibTeX RDF |
|
| 1 | Ofer Dekel, Christopher D. Manning, Yoram Singer |
Log-Linear Models for Label Ranking. |
NIPS |
2003 |
DBLP BibTeX RDF |
|
| 1 | Eleazar Eskin, William Stafford Noble, Yoram Singer |
Using Substitution Matrices to Estimate Probability Distributions for Biological Sequences. |
Journal of Computational Biology |
2002 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Yoram Singer |
On the Learnability and Design of Output Codes for Multiclass Problems. |
Machine Learning |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Collins, Robert E. Schapire, Yoram Singer |
Logistic Regression, AdaBoost and Bregman Distances. |
Machine Learning |
2002 |
DBLP DOI 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 |
| 1 | Koby Crammer, Yoram Singer |
A new family of online algorithms for category ranking. |
SIGIR |
2002 |
DBLP DOI BibTeX RDF |
category ranking, online learning, perceptrons |
| 1 | Sanjoy Dasgupta, Elan Pavlov, Yoram Singer |
An Efficient PAC Algorithm for Reconstructing a Mixture of Lines. |
ALT |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Lavi Shpigelman, Yoram Singer, Rony Paz, Eilon Vaadia |
Spikernels: Embedding Spiking Neurons in Inner-Product Spaces. |
NIPS |
2002 |
DBLP BibTeX RDF |
|
| 1 | Ofer Dekel, Yoram Singer |
Multiclass Learning by Probabilistic Embeddings. |
NIPS |
2002 |
DBLP BibTeX RDF |
|
| 1 | Ehud Ben-Reuven, Yoram Singer |
Discriminative Binaural Sound Localization. |
NIPS |
2002 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Joseph Keshet, Yoram Singer |
Kernel Design Using Boosting. |
NIPS |
2002 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Yoram Singer |
On the Algorithmic Implementation of Multiclass Kernel-based Vector Machines. |
Journal of Machine Learning Research |
2001 |
DBLP BibTeX RDF |
|
| 1 | Yoram Singer |
Guest Editor's Introduction. |
Machine Learning |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Eleazar Eskin, William Noble Grundy, Yoram Singer |
Using mixtures of common ancestors for estimating the probabilities of discrete events in biological sequences. |
ISMB (Supplement of Bioinformatics) |
2001 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Yoram Singer |
Ultraconservative Online Algorithms for Multiclass Problems. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Koby Crammer, Yoram Singer |
Pranking with Ranking. |
NIPS |
2001 |
DBLP BibTeX RDF |
|
| 1 | Erin L. Allwein, Robert E. Schapire, Yoram Singer |
Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers. |
Journal of Machine Learning Research |
2000 |
DBLP BibTeX RDF |
|
| 1 | Robert E. Schapire, Yoram Singer |
BoosTexter: A Boosting-based System for Text Categorization. |
Machine Learning |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Eleazar Eskin, William Noble Grundy, Yoram Singer |
Protein Family Classification Using Sparse Markov Transducers. |
ISMB |
2000 |
DBLP BibTeX RDF |
|
| 1 | Erin L. Allwein, Robert E. Schapire, Yoram Singer |
Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers. |
ICML |
2000 |
DBLP BibTeX RDF |
|
| 1 | Peter Ju, Leslie Pack Kaelbling, Yoram Singer |
State-based Classification of Finger Gestures from Electromyographic Signals. |
ICML |
2000 |
DBLP BibTeX RDF |
|
| 1 | Michael Collins, Robert E. Schapire, Yoram Singer |
Logistic Regression, AdaBoost and Bregman Distances. |
COLT |
2000 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Yoram Singer |
On the Learnability and Design of Output Codes for Multiclass Problems. |
COLT |
2000 |
DBLP BibTeX RDF |
|
| 1 | Raj D. Iyer, David D. Lewis, Robert E. Schapire, Yoram Singer, Amit Singhal |
Boosting for Document Routing. |
CIKM |
2000 |
DBLP DOI BibTeX RDF |
routing, ranking, supervised learning, boosting, text representation |
| 1 | Koby Crammer, Yoram Singer |
Improved Output Coding for Classification Using Continuous Relaxation. |
NIPS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Fernando C. N. Pereira, Yoram Singer |
An Efficient Extension to Mixture Techniques for Prediction and Decision Trees. |
Machine Learning |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Robert E. Schapire, Yoram Singer |
Improved Boosting Algorithms Using Confidence-rated Predictions. |
Machine Learning |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | William W. Cohen, Yoram Singer |
Context-Sensitive Learning Methods for Text Categorization. |
ACM Trans. Inf. Syst. |
1999 |
DBLP DOI BibTeX RDF |
context-sensitive models, mistake-driven algorithms, text categorization, rule learning, on-line learning |
| 1 | William W. Cohen, Robert E. Schapire, Yoram Singer |
Learning to Order Things. |
J. Artif. Intell. Res. (JAIR) |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | William W. Cohen, Yoram Singer |
A Simple, Fast, and Effictive Rule Learner. |
AAAI/IAAI |
1999 |
DBLP BibTeX RDF |
|
| 1 | Yoram Singer |
Leveraged Vector Machines. |
NIPS |
1999 |
DBLP BibTeX RDF |
|
| 1 | Shai Fine, Yoram Singer, Naftali Tishby |
The Hierarchical Hidden Markov Model: Analysis and Applications. |
Machine Learning |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Dana Ron, Yoram Singer, Naftali Tishby |
On the Learnability and Usage of Acyclic Probabilistic Finite Automata. |
J. Comput. Syst. Sci. |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Robert E. Schapire, Yoram Singer, Amit Singhal |
Boosting and Rocchio Applied to Text Filtering. |
SIGIR |
1998 |
DBLP BibTeX RDF |
|
| 1 | Yoav Freund, Raj D. Iyer, Robert E. Schapire, Yoram Singer |
An Efficient Boosting Algorithm for Combining Preferences. |
ICML |
1998 |
DBLP BibTeX RDF |
|
| 1 | Yoram Singer |
Switching Portfolios. |
UAI |
1998 |
DBLP BibTeX RDF |
|
| 1 | Robert E. Schapire, Yoram Singer |
Improved Boosting Algorithms using Confidence-Rated Predictions. |
COLT |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Nir Friedman, Yoram Singer |
Efficient Bayesian Parameter Estimation in Large Discrete Domains. |
NIPS |
1998 |
DBLP BibTeX RDF |
|
| 1 | Yoram Singer, Manfred K. Warmuth |
Batch and On-Line Parameter Estimation of Gaussian Mixtures Based on the Joint Entropy. |
NIPS |
1998 |
DBLP BibTeX RDF |
|
| 1 | Yoram Singer |
Switching Portfolios. |
Int. J. Neural Syst. |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | David P. Helmbold, Robert E. Schapire, Yoram Singer, Manfred K. Warmuth |
A Comparison of New and Old Algorithms for a Mixture Estimation Problem. |
Machine Learning |
1997 |
DBLP DOI BibTeX RDF |
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