Seguir
Nezihe Merve Gürel
Nezihe Merve Gürel
Delft University of Technology
Dirección de correo verificada de stanford.edu
Título
Citado por
Citado por
Año
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
5112019
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
2532019
Artificial intelligence index report 2023
N Maslej, L Fattorini, E Brynjolfsson, J Etchemendy, K Ligett, T Lyons, ...
arXiv preprint arXiv:2310.03715, 2023
1352023
A Data Quality-driven View of MLOps
C Renggli, L Rimanic, NM Gürel, B Karlaš, W Wu, C Zhang
IEEE Data Engineering Bulletin, 2021
972021
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
562020
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
462021
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
AAAI Conference on Artificial Intelligence, 16, 2020
42*2020
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
37*2021
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
34*2021
Online active model selection for pre-trained classifiers
MR Karimi*, NM Gürel*, B Karlaš, J Rausch, C Zhang, A Krause
International Conference on Artificial Intelligence and Statistics, 307-315, 2021
302021
DeGNN: Improving graph neural networks with graph decomposition
X Miao*, NM Gürel*, W Zhang, Z Han, B Li, W Min, SX Rao, H Ren, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
282021
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
19*2020
C-rag: Certified generation risks for retrieval-augmented language models
M Kang, NM Gürel, N Yu, D Song, B Li
International Conference on Machine Learning (ICML), 2024
16*2024
DMLR: Data-centric Machine Learning Research - Past, Present and Future
L Oala, M Maskey, L Bat-Leah, A Parrish, NM Gürel, TS Kuo, Y Liu, R Dror, ...
Journal on Data-centric Machine Learning Research 1, 2024
122024
Repeated random sampling for minimizing the time-to-accuracy of learning
P Okanovic, R Waleffe, V Mageirakos, KE Nikolakakis, A Karbasi, ...
arXiv preprint arXiv:2305.18424, 2023
102023
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 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
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20