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Yongkai Wu · Study
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Author
Yongkai Wu
12 works
· latest 2020
· 1 institutions
cluster: provisional
ORCID 0000-0002-7313-9439
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12
Citations
661
Works here
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20
Most cited in this library
A Causal Framework for Discovering and Removing Direct and Indirect Discrimination
2017 · 158 citations
Achieving Causal Fairness through Generative Adversarial Networks
2019 · 76 citations
Counterfactual Fairness: Unidentification, Bound and Algorithm
2019 · 73 citations
Achieving Non-Discrimination in Data Release
2017 · 62 citations
Causal Modeling-Based Discrimination Discovery and Removal: Criteria, Bounds, and Algorithms
2019 · 51 citations
Works
12 shown
Fairness through Equality of Effort
International World Wide Web Conference (WWW)
·
2020
·
4 authors
·
other
·
Open access
23
citations
PC-Fairness: A Unified Framework for Measuring Causality-based Fairness
arXiv (Cornell University)
·
2019
·
4 authors
·
preprint
·
Open access
51
citations
Causal Modeling-Based Discrimination Discovery and Removal: Criteria, Bounds, and Algorithms
IEEE Transactions on Knowledge and Data Engineering
·
2019
·
3 authors
·
Open access
51
citations
Achieving Causal Fairness through Generative Adversarial Networks
International Joint Conference on Artificial Intelligence
·
2019
·
4 authors
·
other
·
Open access
76
citations
Counterfactual Fairness: Unidentification, Bound and Algorithm
International Joint Conference on Artificial Intelligence
·
2019
·
3 authors
·
other
·
Open access
73
citations
On Convexity and Bounds of Fairness-aware Classification
International World Wide Web Conference (WWW)
·
2019
·
3 authors
·
other
·
Open access
41
citations
On Discrimination Discovery and Removal in Ranked Data using Causal Graph
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
2018
·
3 authors
·
other
·
Open access
44
citations
Achieving Non-Discrimination in Prediction
International Joint Conference on Artificial Intelligence
·
2018
·
3 authors
·
other
·
Open access
25
citations
Achieving Non-Discrimination in Data Release
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
2017
·
3 authors
·
other
·
Open access
62
citations
A Causal Framework for Discovering and Removing Direct and Indirect Discrimination
International Joint Conference on Artificial Intelligence
·
2017
·
3 authors
·
other
·
Open access
158
citations
Situation testing-based discrimination discovery: a causal inference approach
International Joint Conference on Artificial Intelligence
·
2016
·
3 authors
·
other
33
citations
On Discrimination Discovery Using Causal Networks
Lecture notes in computer science
·
2016
·
3 authors
·
other
24
citations