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Xin Du
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Year
Causal discovery from incomplete data: a deep learning approach
Y Wang, V Menkovski, H Wang, X Du, M Pechenizkiy
arXiv preprint arXiv:2001.05343, 2020
142020
Adversarial balancing-based representation learning for causal effect inference with observational data
X Du, L Sun, W Duivesteijn, A Nikolaev, M Pechenizkiy
Data Mining and Knowledge Discovery 35 (4), 1713-1738, 2021
122021
struc2gauss: Structural role preserving network embedding via Gaussian embedding
Y Pei, X Du, J Zhang, G Fletcher, M Pechenizkiy
Data Mining and Knowledge Discovery 34 (4), 1072-1103, 2020
112020
Exceptional spatio-temporal behavior mining through Bayesian non-parametric modeling
X Du, Y Pei, W Duivesteijn, M Pechenizkiy
Data Mining and Knowledge Discovery 34 (5), 1267-1290, 2020
72020
ELBA: Exceptional Learning Behavior Analysis.
X Du, W Duivesteijn, M Klabbers, M Pechenizkiy
International Educational Data Mining Society, 2018
62018
Fairness in network representation by latent structural Heterogeneity in observational data
X Du, Y Pei, W Duivesteijn, M Pechenizkiy
34th AAAI conference on Artificial Intelligence (AAAI2020) 34 (No 04: AAAI …, 2020
42020
struc2gauss: Structure preserving network embedding via gaussian embedding
Y Pei, X Du, J Zhang, G Fletcher, M Pechenizkiy
32018
Beyond Discriminant Patterns: On the Robustness of Decision Rule Ensembles
X Du, S Ramamoorthy, W Duivesteijn, J Tian, M Pechenizkiy
arXiv preprint arXiv:2109.10432, 2021
22021
How to cheat the page limit
W Duivesteijn, S Hess, X Du
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (3 …, 2020
12020
How to Cheat the Page Limit: the Version Adhering to the Guidelines
W Duivesteijn, S Hess, X Du
To appear, 0
1
How to Cheat the Page Limit: the Cheating Version
W Duivesteijn, S Hess, X Du
To appear, 0
1
Risk-Driven Design of Perception Systems
AL Corso, SM Katz, C Innes, X Du, S Ramamoorthy, MJ Kochenderfer
arXiv preprint arXiv:2205.10677, 2022
2022
Vision Checklist: Towards Testable Error Analysis of Image Models to Help System Designers Interrogate Model Capabilities
X Du, B Legastelois, B Ganesh, A Rajan, H Chockler, V Belle, S Anderson, ...
arXiv preprint arXiv:2201.11674, 2022
2022
The Uncertainty in Exceptional Model Mining
X Du
Eindhoven University of Technology, 2020
2020
struc2gauss: Structural role preserving network embedding via Gaussian embedding Open Website
Y Pei, X Du, J Zhang, G Fletcher, M Pechenizkiy
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Articles 1–15