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Nezihe Merve Gürel
Nezihe Merve Gürel
ETH Zurich
Verified email at stanford.edu
Title
Cited by
Cited by
Year
Towards efficient data valuation based on the shapley value
R Jia, D Dao, B Wang, FA Hubis, N Hynes, NM Gurel, B Li, C Zhang, ...
International Conference on Artificial Intelligence and Statistics, 2019
2132019
Efficient task-specific data valuation for nearest neighbor algorithms
R Jia, D Dao, B Wang, FA Hubis, NM Gurel, B Li, C Zhang, CJ Spanos, ...
International Conference on Very Large Data Bases, 2019
952019
A data quality-driven view of mlops
C Renggli, L Rimanic, NM Gürel, B Karlaš, W Wu, C Zhang
IEEE Data Engineering Bulletin, 2021
242021
An anatomy of graph neural networks going deep via the lens of mutual information: Exponential decay vs. full preservation
NM Gürel, H Ren, Y Wang, H Xue, Y Yang, C Zhang
Deep Learning on Graphs, AAAI Conference on Artificial Intelligence, 2019
23*2019
Nearest neighbor classifiers over incomplete information: From certain answers to certain predictions
B Karlaš, P Li, R Wu, NM Gürel, X Chu, W Wu, C Zhang
International Conference on Very Large Data Bases, 2020
202020
Ease. ml: A lifecycle management system for machine learning
L Aguilar Melgar, D Dao, S Gan, NM Gürel, N Hollenstein, J Jiang, ...
Proceedings of the Annual Conference on Innovative Data Systems Research …, 2021
15*2021
DeGNN: Improving Graph Neural Networks with Graph Decomposition
X Miao*, NM Gürel*, W Zhang, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
132021
Fives: Feature interaction via edge search for large-scale tabular data
Y Xie, Z Wang, Y Li, B Ding, NM Gürel, C Zhang, M Huang, W Lin, J Zhou
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
12*2021
Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks
NM Gürel, X Qi, L Rimanic, C Zhang, B Li
International Conference on Machine Learning, 2021
122021
Compressive Sensing Using Iterative Hard Thresholding with Low Precision Data Representation: Theory and Applications
NM Gürel, K Kara, A Stojanov, T Smith, T Lemmin, D Alistarh, M Püschel, ...
IEEE Transactions on Signal Processing, 2020
11*2020
Online Active Model Selection for Pre-trained Classifiers
MR Karimi*, NM Gürel*, B Karlaš, J Rausch, C Zhang, ...
International Conference on Artificial Intelligence and Statistics, 2021
72021
Denoising radio interferometric images by subspace clustering
NM Gürel, P Hurley, M Simeoni
Image Processing (ICIP), 2017 IEEE International Conference on, 2134-2138, 2017
32017
On denoising crosstalk in radio interferometry
NM Gürel, P Hurley, MMJA Simeoni
International BASP Frontiers workshop 2017, 2017
32017
Method and System to Reduce Noise in Phased-array Signals from Receivers Located at Different Locations
NM Gurel, P Hurley, MMJA Simeoni
32017
Reducing noise in phased-array signals from receivers located at different locations
NM Gürel, PT Hurley, MMJA Simeoni
US Patent 10,396,456, 2019
12019
Determining positions of transducers for receiving and/or transmitting wave signals
NM Gürel, PT Hurley, MMJ Simeoni
US Patent 10,386,452, 2019
12019
Advancing Cost Efficiency and Robustness of Machine Learning through the Lens of Data
NM Gürel
ETH Zurich, 2022
2022
Reducing noise in phased-array signals from receivers located at different locations
NM Gürel, PT Hurley, MMJA Simeoni
US Patent 11,145,974, 2021
2021
Towards efficient data valuation based on the shapley value. CoRR
R Jia, D Dao, B Wang, FA Hubis, N Hynes, NM Gurel, B Li, C Zhang, ...
International Conference on Artificial Intelligence and Statistics, 2019
2019
Towards More Accurate Radio Telescope Images
NM Gürel, P Hurley, M Simeoni
The IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR), 2018
2018
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