 | 2012 |
| 18 |  | Edward Bortnikov,
Pinar Donmez,
Amit Kagian,
Ronny Lempel:
Modeling Transactional Queries via Templates.
ECIR 2012: 13-24 |
| 2011 |
| 17 |  | Krishnakumar Balasubramanian,
Pinar Donmez,
Guy Lebanon:
Unsupervised Supervised Learning II: Margin-Based Classification Without Labels.
Journal of Machine Learning Research 12: 3119-3145 (2011) |
| 16 |  | Krishnakumar Balasubramanian,
Pinar Donmez,
Guy Lebanon:
Unsupervised Supervised Learning II: Margin-Based Classification without Labels.
Journal of Machine Learning Research - Proceedings Track 15: 137-145 (2011) |
| 2010 |
| 15 |  | Pinar Donmez,
Jaime G. Carbonell,
Jeff G. Schneider:
A Probabilistic Framework to Learn from Multiple Annotators with Time-Varying Accuracy.
SDM 2010: 826-837 |
| 14 |  | Pinar Donmez,
Jaime G. Carbonell:
From Active to Proactive Learning Methods.
Advances in Machine Learning I 2010: 97-120 |
| 13 |  | Pinar Donmez,
Krishnakumar Balasubramanian,
Guy Lebanon:
Unsupervised Supervised Learning II: Training Margin Based Classifiers without Labels
CoRR abs/1003.0470: (2010) |
| 12 |  | Pinar Donmez,
Guy Lebanon,
Krishnakumar Balasubramanian:
Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels.
Journal of Machine Learning Research 11: 1323-1351 (2010) |
| 2009 |
| 11 |  | Pinar Donmez,
Jaime G. Carbonell:
Active Sampling for Rank Learning via Optimizing the Area under the ROC Curve.
ECIR 2009: 78-89 |
| 10 |  | Pinar Donmez,
Jaime G. Carbonell,
Jeff G. Schneider:
Efficiently learning the accuracy of labeling sources for selective sampling.
KDD 2009: 259-268 |
| 9 |  | Pinar Donmez,
Krysta Marie Svore,
Christopher J. C. Burges:
On the local optimality of LambdaRank.
SIGIR 2009: 460-467 |
| 8 |  | Jonathan L. Elsas,
Pinar Donmez,
Jamie Callan,
Jaime G. Carbonell:
Pairwise Document Classification for Relevance Feedback.
TREC 2009 |
| 2008 |
| 7 |  | Pinar Donmez,
Jaime G. Carbonell:
Proactive learning: cost-sensitive active learning with multiple imperfect oracles.
CIKM 2008: 619-628 |
| 6 |  | Pinar Donmez,
Jaime G. Carbonell:
Optimizing estimated loss reduction for active sampling in rank learning.
ICML 2008: 248-255 |
| 5 |  | Pinar Donmez,
Jaime G. Carbonell:
Paired Sampling in Density-Sensitive Active Learning.
ISAIM 2008 |
| 2007 |
| 4 |  | Pinar Donmez,
Jaime G. Carbonell,
Paul N. Bennett:
Dual Strategy Active Learning.
ECML 2007: 116-127 |
| 2005 |
| 3 |  | Carolyn Penstein Rosé,
Pinar Donmez,
Gahgene Gweon,
Andrea Knight,
Brian Junker,
William W. Cohen,
Kenneth R. Koedinger,
Neil T. Heffernan:
Automatic and Semi-Automatic Skill Coding With a View Towards Supporting On-Line Assessment.
AIED 2005: 571-578 |
| 2 |  | Pinar Donmez,
Carolyn Penstein Rosé,
Karsten Stegmann,
Armin Weinberger,
Frank Fischer:
Supporting CSCL with automatic corpus analysis technology.
CSCL 2005: 125-134 |
| 2004 |
| 1 |  | Kemal Oflazer,
Pinar Donmez:
SmartReader: An NLP-Based Interactive Reading Application for Language Learning.
ISCIS 2004: 751-760 |