Nezihe Merve Gürel

Towards Efficient Data Valuation Based on the Shapley Value

Ruoxi Jia, David Dao, Boxin Wang et al. · arXiv (Cornell University) · 2019 · 185 citations · Full text

Engineering, Game Theory, Data Worth +22

Efficient task-specific data valuation for nearest neighbor algorithms

Ruoxi Jia, David Dao, Boxin Wang et al. · Proceedings of the VLDB Endowment · 2019 · 152 citations

Engineering, Machine Learning, Computational Complexity +19

A Data Quality-Driven View of MLOps

Cédric Renggli, Luka Rimanić, Nezihe Merve Gürel et al. · arXiv (Cornell University) · 2021 · 43 citations · Full text

Software Maintenance, Engineering, Machine Learning +22

Nearest neighbor classifiers over incomplete information

Bojan Karlaš, Peng Li, Renzhi Wu et al. · Proceedings of the VLDB Endowment · 2020 · 29 citations

Artificial Intelligence, Engineering, Machine Learning +16

DeGNN

Xupeng Miao, Nezihe Merve Gürel, Wentao Zhang et al. · 2021 · 21 citations

Graph Sparsity, Graph Neural Network, Network Science +14