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Citations per year
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Cited by
All
Since 2019
Citations
59
59
h-index
3
3
i10-index
3
3
0
28
14
2020
2021
2022
2023
2024
2
7
27
14
9
Co-authors
Kenji Fukumizu
The Institute of Statistical Mathematics
Verified email at ism.ac.jp
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Pengzhou (Abel) Wu
Other names
Pengzhou Wu, 吴鹏洲
Posdoc at
TU Berlin
, former PhD in Statistics from the Institute of Statistical Mathematics
Verified email at tu-berlin.de -
Homepage
Causality
Machine learning
Causal inference
Causal discovery
Generative models
Articles
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Year
Causal Mosaic: Cause-Effect Inference via Nonlinear ICA and Ensemble Method
P Wu, K Fukumizu
International Conference on Artificial Intelligence and Statistics, 1157-1167
, 2020
28
2020
\beta-Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap
P Wu, K Fukumizu
ICLR 2022 Poster; https://openreview.net/forum?id=q7n2RngwOM
, 2021
15
2021
Identifying Treatment Effects under Unobserved Confounding by Causal Representation Learning
PA Wu, K Fukumizu
ICLR 2021 submission (arXiv:2101.06662v1; please avoid the flawed v2)
, 2020
13
*
2020
Towards Principled Causal Effect Estimation by Deep Identifiable Models
P Wu, K Fukumizu
arXiv preprint arXiv:2109.15062v2
, 2021
3
2021
Treatment Effect Estimation and Bivariate Causal Discovery via Nonlinear ICA
P Wu
PhD Thesis; URL: http://id.nii.ac.jp/1013/00006259/
, 2022
2022
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