Concepedia

Gregory Druck

GD

11

Publications

749

Citations

11

H-Index

2007

Active since

Affiliations

University of Massachusetts Amherst(Current)

Google (United States)

University of Wisconsin–Madison

Gregory Druck is an author at University of Massachusetts Amherst specializing in engineering, data science, and natural language processing.

Top concepts

EngineeringData ScienceText MiningMachine LearningKnowledge DiscoverySupervised LearningSemi-supervised LearningNatural Language ProcessingStatisticsComputational Linguistics

Publications per year

2007–2012

11

Publications

11

Learning from labeled features using generalized expectation criteria

Gregory Druck, Gideon Mann, Andrew McCallum · 2008 · 254 citations

Artificial Intelligence, Generalized Expectation Criteria, Structured Prediction +18

Active learning by labeling features

Gregory Druck, Burr Settles, Andrew McCallum · 2009 · 160 citations · Full text

Artificial Intelligence, Data Annotation, Traditional Active Learning +19

Semi-supervised classification with hybrid generative/discriminative methods

Gregory Druck, Chris Pal, Andrew McCallum et al. · 2007 · 62 citations

Structured Prediction, Engineering, Machine Learning +17

Alternating Projections for Learning with Expectation Constraints

Kedar Bellare, Gregory Druck, Andrew McCallum · arXiv (Cornell University) · 2012 · 59 citations · Full text

Semi-supervised learning of dependency parsers using generalized expectation criteria

Gregory Druck, Gideon Mann, Andrew McCallum · 2009 · 46 citations · Full text

Generalized Expectation Criteria, Syntactic Parsing, Engineering +16

Rows per page

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