Concepedia

Pınar Dönmez

PD

Statistics

Publications

12

Citations

901

H-Index

12

Active since

2004

Affiliations

Carnegie Mellon University(Current)

Microsoft (United States)

Salesforce (United States)

Yahoo (United States)

Pınar Dönmez is an author at Carnegie Mellon University specializing in engineering, machine learning, and data science.

Top concepts

EngineeringData ScienceMachine LearningData MiningComputer ScienceKnowledge DiscoverySupervised LearningArtificial IntelligenceNatural Language ProcessingText Mining

Publications per year

2004–2021

12

Publications

12

Proactive learning

Pınar Dönmez, Jaime Carbonell · 2008 · 226 citations

Artificial Intelligence, Mathematical Programming, Engineering +13

Efficiently learning the accuracy of labeling sources for selective sampling

Pınar Dönmez, Jaime Carbonell, Jeff Schneider · 2009 · 219 citations

Artificial Intelligence, Data Annotation, Engineering +21

On the local optimality of LambdaRank

Pınar Dönmez, Krysta M. Svore, Christopher J. C. Burges · 2009 · 101 citations

Mathematical Programming, Ranking Algorithm, Engineering +22

A Probabilistic Framework to Learn from Multiple Annotators with Time-Varying Accuracy

Pınar Dönmez, Jaime Carbonell, Jeff Schneider · 2010 · 93 citations · Full text

Learning to suggest

Umut Özertem, Olivier Chapelle, Pınar Dönmez et al. · 2012 · 68 citations

Artificial Intelligence, Engineering, Machine Learning +19

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