Jennifer Gillenwater

Author

University of Pennsylvania

Also Known As

Gillenwater, Jennifer, Jennifer Gillenwater

Publications

1.2K

Citations

H-Index

Concepts

All Affiliations

University of Pennsylvania Google (United States)University of Michigan University of Washington Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento

About

Jennifer Gillenwater is an author at University of Pennsylvania specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	339
2	Computer Science	4	4	210
3	Language Studies	1	1	129
4	Management	1	1	121
5	Computer Engineering	1	1	15

Jennifer Gillenwater

Publications

1.1K

Citations

H-Index

Page 1

	Year	Citations
Posterior Regularization for Structured Latent Variable Models Kuzman Ganchev, Joäo Graça, Jennifer Gillenwater, ScholarlyCommons (University of Pennsylvania)	2010	462
Dependency grammar induction via bitext projection constraints Kuzman Ganchev, Jennifer Gillenwater, Ben Taskar Syntactic ParsingDependency Grammar InductionEngineeringDependency LinguisticsCorpus Linguistics	2009	129
Practical Diversified Recommendations on YouTube with Determinantal Point Processes Mark Wilhelm, Ajith Ramanathan, Alexander Bonomo, Ranking AlgorithmEngineeringLearning To RankText MiningDeterminantal Point Processes	2018	121
Near-Optimal MAP Inference for Determinantal Point Processes Jennifer Gillenwater, Alex Kulesza, Ben Taskar	2012	96
Discovering Diverse and Salient Threads in Document Collections Jennifer Gillenwater, Alex Kulesza, Ben Taskar	2012	64
Sparsity in Dependency Grammar Induction Jennifer Gillenwater, Kuzman Ganchev, Joäo Graça, ScholarlyCommons (University of Pennsylvania)	2010	55
Posterior Sparsity in Unsupervised Dependency Parsing Jennifer Gillenwater, Kuzman Ganchev, Joäo Graça, ScholarlyCommons (University of Pennsylvania)	2011	40
Federated Learning via Posterior Averaging: A New Perspective and Practical Algorithms Maruan Al-Shedivat, Jennifer Gillenwater, Eric P. Xing, arXiv (Cornell University) Artificial IntelligencePosterior AveragingGlobal Posterior DistributionEngineeringMachine Learning	2020	38
Expectation-Maximization for Learning Determinantal Point Processes Jennifer Gillenwater, Alex Kulesza, Emily B. Fox, arXiv (Cornell University) EngineeringMachine LearningKernel MatrixData ScienceData Mining	2014	36
Approximate inference for determinantal point processes Jennifer Gillenwater ScholarlyCommons (University of Pennsylvania)	2014	26

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