Travelled to:1 × Finland
1 × Spain
2 × France
4 × USA
Collaborated with:J.G.Carbonell J.G.Schneider K.M.Svore C.J.C.Burges H.Ceylan I.Arapakis M.Lalmas E.Bortnikov A.Kagian R.Lempel U.Ozertem O.Chapelle E.Velipasaoglu
Talks about:learn (7) rank (4) sampl (3) optim (3) activ (3) suggest (2) queri (2) newsworthi (1) imperfect (1) framework (1)
Person: Pinar Donmez
DBLP: Donmez:Pinar
Contributed to:
2012
2012
20122009
200920092008
2008Wrote 8 papers:
- CIKM-2012-CeylanADL #automation
- Automatically embedding newsworthy links to articles (HC, IA, PD, ML), pp. 1502–1506.
- ECIR-2012-BortnikovDKL #modelling #query #transaction
- Modeling Transactional Queries via Templates (EB, PD, AK, RL), pp. 13–24.
- SIGIR-2012-OzertemCDV #framework #machine learning #query #ranking
- Learning to suggest: a machine learning framework for ranking query suggestions (UO, OC, PD, EV), pp. 25–34.
- ECIR-2009-DonmezC #learning #optimisation #rank
- Active Sampling for Rank Learning via Optimizing the Area under the ROC Curve (PD, JGC), pp. 78–89.
- KDD-2009-DonmezCS #learning
- Efficiently learning the accuracy of labeling sources for selective sampling (PD, JGC, JGS), pp. 259–268.
- SIGIR-2009-DonmezSB #on the
- On the local optimality of λRank (PD, KMS, CJCB), pp. 460–467.
- CIKM-2008-DonmezC #learning #multi
- Proactive learning: cost-sensitive active learning with multiple imperfect oracles (PD, JGC), pp. 619–628.
- ICML-2008-DonmezC #learning #optimisation #rank #reduction
- Optimizing estimated loss reduction for active sampling in rank learning (PD, JGC), pp. 248–255.