FairSample: Training Fair and Accurate Graph Convolutional Neural Networks Efficiently.
IEEE Trans. Knowl. Data Eng., April, 2024
Finding Multidimensional Simpson's Paradox.
SIGKDD Explor., 2022
On Shapley Value in Data Assemblage Under Independent Utility.
Proc. VLDB Endow., 2022
Data pricing in machine learning pipelines.
Knowl. Inf. Syst., 2022
Comprehensible Counterfactual Explanation on Kolmogorov-Smirnov Test.
Proc. VLDB Endow., 2021
Data Pricing and Data Asset Governance in the AI Era.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Comprehensible Counterfactual Interpretation on Kolmogorov-Smirnov Test.
CoRR, 2020
Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs: A Closed Form Solution.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020