| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Roi Livni, Koby Crammer, Amir Globerson |
A Simple Geometric Interpretation of SVM using Stochastic Adversaries.  |
Journal of Machine Learning Research - Proceedings Track  |
2012 |
DBLP BibTeX RDF |
|
| 1 | Avihai Mejer, Koby Crammer |
Confidence Estimation in Structured Prediction |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Noam Slonim, Elad Yom-Tov, Koby Crammer |
Active Online Classification via Information Maximization. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Claudio Gentile |
Multiclass Classification with Bandit Feedback using Adaptive Regularization. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Nina Vaits, Koby Crammer |
Re-adapting the Regularization of Weights for Non-stationary Regression. |
ALT |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhuang Wang, Nemanja Djuric, Koby Crammer, Slobodan Vucetic |
Trading representability for scalability: adaptive multi-hyperplane machine for nonlinear classification. |
KDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin Ma, Alex Kulesza, Mark Dredze, Koby Crammer, Lawrence K. Saul, Fernando Pereira |
Exploiting Feature Covariance in High-Dimensional Online Learning. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Shai Ben-David, John Blitzer, Koby Crammer, Alex Kulesza, Fernando Pereira, Jennifer Wortman Vaughan |
A theory of learning from different domains. |
Machine Learning |
2010 |
DBLP BibTeX RDF |
|
| 1 | Mark Dredze, Alex Kulesza, Koby Crammer |
Multi-domain learning by confidence-weighted parameter combination. |
Machine Learning |
2010 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer |
Efficient online learning with individual learning-rates for phoneme sequence recognition. |
ICASSP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Paramveer S. Dhillon, Partha Pratim Talukdar, Koby Crammer |
Learning Better Data Representation Using Inference-Driven Metric Learning. |
ACL (Short Papers) |
2010 |
DBLP BibTeX RDF |
|
| 1 | Avihai Mejer, Koby Crammer |
Confidence in Structured-Prediction Using Confidence-Weighted Models. |
EMNLP |
2010 |
DBLP BibTeX RDF |
|
| 1 | Zhuang Wang, Koby Crammer, Slobodan Vucetic |
Multi-Class Pegasos on a Budget. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Yishay Mansour, Eyal Even-Dar, Jennifer Wortman Vaughan |
Regret Minimization With Concept Drift. |
COLT |
2010 |
DBLP BibTeX RDF |
|
| 1 | Francesco Orabona, Koby Crammer |
New Adaptive Algorithms for Online Classification. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Daniel Lee |
Learning via Gaussian Herding. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Mehryar Mohri, Fernando Pereira |
Gaussian Margin Machines. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Partha Pratim Talukdar, Koby Crammer |
New Regularized Algorithms for Transductive Learning. |
ECML/PKDD |
2009 |
DBLP DOI BibTeX RDF |
graph based semi-supervised learning, transductive learning, label propagation |
| 1 | Ted Sandler, Lyle H. Ungar, Koby Crammer |
Resolving Identity Uncertainty with Learned Random Walks. |
ICDM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Kedar Bellare, Koby Crammer, Dayne Freitag |
Loss-Sensitive Discriminative Training of Machine Transliteration Models. |
HLT-NAACL (Student Research Workshop and Doctoral Consortium) |
2009 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Mark Dredze, Alex Kulesza |
Multi-Class Confidence Weighted Algorithms. |
EMNLP |
2009 |
DBLP BibTeX RDF |
|
| 1 | Hui Lin, Jeff Bilmes, Koby Crammer |
How to loose confidence: probabilistic linear machines for multiclass classification. |
INTERSPEECH |
2009 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Alex Kulesza, Mark Dredze |
Adaptive Regularization of Weight Vectors. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Qian Liu, Koby Crammer, Fernando C. N. Pereira, David S. Roos |
Reranking candidate gene models with cross-species comparison for improved gene prediction. |
BMC Bioinformatics |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Koby Crammer, Michael Kearns, Jennifer Wortman |
Learning from Multiple Sources. |
Journal of Machine Learning Research |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Partha Pratim Talukdar, Marie Jacob, Muhammad Salman Mehmood, Koby Crammer, Zachary G. Ives, Fernando Pereira, Sudipto Guha |
Learning to create data-integrating queries. |
PVLDB |
2008 |
DBLP BibTeX RDF |
|
| 1 | Mark Dredze, Koby Crammer |
Active Learning with Confidence. |
ACL (Short Papers) |
2008 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer |
Advanced Online Learning for Natural Language Processing. |
ACL (Tutorial Abstracts) |
2008 |
DBLP BibTeX RDF |
|
| 1 | Ron Bekkerman, Koby Crammer |
One-Class Clustering in the Text Domain. |
EMNLP |
2008 |
DBLP BibTeX RDF |
|
| 1 | Mark Dredze, Koby Crammer |
Online Methods for Multi-Domain Learning and Adaptation. |
EMNLP |
2008 |
DBLP BibTeX RDF |
|
| 1 | Mark Dredze, Koby Crammer, Fernando Pereira |
Confidence-weighted linear classification. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Koby Crammer, Partha Pratim Talukdar, Fernando Pereira |
A rate-distortion one-class model and its applications to clustering. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Koby Crammer, Mark Dredze, Fernando Pereira |
Exact Convex Confidence-Weighted Learning. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Axel Bernal, Koby Crammer, Artemis G. Hatzigeorgiou, Fernando Pereira |
Global Discriminative Learning for Higher-Accuracy Computational Gene Prediction. |
PLoS Computational Biology |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Koby Crammer |
A conservative aggressive subspace tracker. |
INTERSPEECH |
2007 |
DBLP BibTeX RDF |
|
| 1 | John Blitzer, Koby Crammer, Alex Kulesza, Fernando Pereira, Jennifer Wortman |
Learning Bounds for Domain Adaptation. |
NIPS |
2007 |
DBLP 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 | Koby Crammer, Amir Globerson |
Discriminative Learning via Semidefinite Probabilistic Models. |
UAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer |
Online Tracking of Linear Subspaces. |
COLT |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Linli Xu, Koby Crammer, Dale Schuurmans |
Robust Support Vector Machine Training via Convex Outlier Ablation. |
AAAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Shai Ben-David, John Blitzer, Koby Crammer, Fernando Pereira |
Analysis of Representations for Domain Adaptation. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Michael J. Kearns, Jennifer Wortman |
Learning from Multiple Sources. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Yoram Singer |
Online Ranking by Projecting. |
Neural Computation |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Ryan T. McDonald, Koby Crammer, Fernando Pereira |
Flexible Text Segmentation with Structured Multilabel Classification. |
HLT/EMNLP |
2005 |
DBLP BibTeX RDF |
|
| 1 | Ryan T. McDonald, Koby Crammer, Fernando C. N. Pereira |
Online Large-Margin Training of Dependency Parsers. |
ACL |
2005 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Yoram Singer |
Loss Bounds for Online Category Ranking. |
COLT |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Koby Crammer, Michael J. Kearns, Jennifer Wortman |
Learning from Data of Variable Quality. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Gal Chechik |
A needle in a haystack: local one-class optimization. |
ICML |
2004 |
DBLP DOI 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 | 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 | 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 | Koby Crammer, Yoram Singer |
On the Learnability and Design of Output Codes for Multiclass Problems. |
Machine Learning |
2002 |
DBLP DOI BibTeX RDF |
|
| 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 | Koby Crammer, Ran Gilad-Bachrach, Amir Navot, Naftali Tishby |
Margin Analysis of the LVQ Algorithm. |
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 | 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 | Koby Crammer, Yoram Singer |
On the Learnability and Design of Output Codes for Multiclass Problems. |
COLT |
2000 |
DBLP BibTeX RDF |
|
| 1 | Koby Crammer, Yoram Singer |
Improved Output Coding for Classification Using Continuous Relaxation. |
NIPS |
2000 |
DBLP BibTeX RDF |
|
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