Nezihe Merve Gürel

Affiliations:
  • ETH Zürich, Switzerland


According to our database1, Nezihe Merve Gürel authored at least 15 papers between 2017 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
A Data Quality-Driven View of MLOps.
IEEE Data Eng. Bull., 2021

FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

DeGNN: Improving Graph Neural Networks with Graph Decomposition.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks.
Proceedings of the 38th International Conference on Machine Learning, 2021

Ease.ML: A Lifecycle Management System for Machine Learning.
Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

Online Active Model Selection for Pre-trained Classifiers.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020
Compressive Sensing Using Iterative Hard Thresholding With Low Precision Data Representation: Theory and Applications.
IEEE Trans. Signal Process., 2020

Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions.
Proc. VLDB Endow., 2020

Interactive Feature Generation via Learning Adjacency Tensor of Feature Graph.
CoRR, 2020

2019
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms.
Proc. VLDB Endow., 2019

An Anatomy of Graph Neural Networks Going Deep via the Lens of Mutual Information: Exponential Decay vs. Full Preservation.
CoRR, 2019

Towards Efficient Data Valuation Based on the Shapley Value.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018
Compressive Sensing with Low Precision Data Representation: Radio Astronomy and Beyond.
CoRR, 2018

Towards More Accurate Radio Telescope Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Denoising radio interferometric images by subspace clustering.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017


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