2 papers
cs.GT2025
Counterfactual Explanation of Shapley Value in Data Coalitions
Michelle Si, Jian Pei
The Shapley value is widely used for data valuation in data markets. However, explaining the Shapley value of an owner in a data coalition is an unexplored and challenging task. To…
stat.ML2024
Representation learning of dynamic networks
Haixu Wang, Jiguo Cao, Jian Pei
This study presents a novel representation learning model tailored for dynamic networks, which describes the continuously evolving relationships among individuals within a populati…