Nezihe Merve Gürel - Concepedia

Author

Nezihe Merve Gürel

ETH Zurich ORCID

Also Known As

Gurel, Nezihe Merve, Gürel, Nezihe M., Gürel, Nezihe Merve, Nezihe Merve Gurel, Nezihe Merve Gürel

Publications

561

Citations

H-Index

Concepts

All Affiliations

ETH Zurich Zhejiang University University of Illinois Urbana-Champaign Peking University International University of the Caribbean

About

Nezihe Merve Gürel is an author at ETH Zurich specializing in data science, computer science, and engineering.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	462
2	Computer Science	7	7	462
3	Business	2	2	206
4	Management	2	2	60
5	Health Sciences	1	1	15

Nezihe Merve Gürel

Publications

492

Citations

H-Index

Page 1

	Year	Citations
Towards Efficient Data Valuation Based on the Shapley Value Ruoxi Jia, David Dao, Boxin Wang, arXiv (Cornell University) EngineeringGame TheoryData WorthData ScienceAlgorithmic Mechanism Design	2019	185
Efficient task-specific data valuation for nearest neighbor algorithms Ruoxi Jia, David Dao, Boxin Wang, Proceedings of the VLDB Endowment EngineeringMachine LearningComputational ComplexityRange SearchingLocalization	2019	152
A Data Quality-Driven View of MLOps Cédric Renggli, Luka Rimanić, Nezihe Merve Gürel, arXiv (Cornell University) Software MaintenanceEngineeringMachine LearningMachine Learning ToolSoftware Engineering	2021	43
Nearest neighbor classifiers over incomplete information Bojan Karlaš, Peng Li, Renzhi Wu, Proceedings of the VLDB Endowment Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolClassification Method	2020	29
DeGNN Xupeng Miao, Nezihe Merve Gürel, Wentao Zhang, Graph SparsityGraph Neural NetworkNetwork ScienceGraph TheoryData Science	2021	21
Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks Nezihe Merve Gürel, Xiangyu Qi, Luka Rimanić, arXiv (Cornell University)	2021	20
FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data Yuexiang Xie, Zhen Wang, Yaliang Li, Artificial IntelligenceGeometric LearningLarge-scale Tabular DataEngineeringMachine Learning	2021	17
Compressive Sensing Using Iterative Hard Thresholding With Low Precision Data Representation: Theory and Applications Nezihe Merve Gürel, Kaan Kara, Alen Stojanov, IEEE Transactions on Signal Processing Image ReconstructionLossy CompressionEngineeringAtomic DecompositionSparse Imaging	2020	15
Ease. ML: A Lifecycle Management System for Machine Learning Leonel Aguilar Melgar, David Dao, Shaoduo Gan, Repository for Publications and Research Data (ETH Zurich)	2021	10

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