Segui
Nezihe Merve Gürel
Nezihe Merve Gürel
Assistant Professor at TU Delft
Email verificata su stanford.edu
Titolo
Citata da
Citata da
Anno
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
3732019
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
1822019
A Data Quality-driven View of MLOps
C Renggli, L Rimanic, NM Gürel, B Karlaš, W Wu, C Zhang
IEEE Data Engineering Bulletin, 2021
692021
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
412020
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
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
30*2021
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
30*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
272021
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
Artificial intelligence index report 2023
N Maslej, L Fattorini, E Brynjolfsson, J Etchemendy, K Ligett, T Lyons, ...
arXiv preprint arXiv:2310.03715, 2023
232023
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
19*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
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
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, ...
arXiv preprint arXiv:2311.13028, 2023
22023
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
Towards More Accurate Radio Telescope Images
NM Gürel, P Hurley, M Simeoni
The IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR), 2018
12018
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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