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Nezihe Merve Gürel
Nezihe Merve Gürel
Assistant Professor at TU Delft
Dirección de correo verificada de stanford.edu
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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
4182019
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
2092019
A Data Quality-driven View of MLOps
C Renggli, L Rimanic, NM Gürel, B Karlaš, W Wu, C Zhang
IEEE Data Engineering Bulletin, 2021
752021
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
462020
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
38*2020
Artificial intelligence index report 2023
N Maslej, L Fattorini, E Brynjolfsson, J Etchemendy, K Ligett, T Lyons, ...
arXiv preprint arXiv:2310.03715, 2023
372023
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
36*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
32*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
312021
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
252021
Online Active Model Selection for Pre-trained Classifiers
NM Gürel*, MR Karimi*, B Karlaš, J Rausch, C Zhang, ...
International Conference on Artificial Intelligence and Statistics, 2021
21*2021
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
15*2020
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
62024
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
32023
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
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
22024
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
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Artículos 1–20