3 citations · 6 across the 3 of their papers we have counts for
4 papers
Mechanism Design for Multi-Party Machine Learning
Mengjing Chen, Yang Liu, Weiran Shen +3
In a multi-party machine learning system, different parties cooperate on optimizing towards better models by sharing data in a privacy-preserving way. A major challenge in learning…
Optimal Common Contract with Heterogeneous Agents
Shenke Xiao, Zihe Wang, Mengjing Chen +2
We consider the principal-agent problem with heterogeneous agents. Previous works assume that the principal signs independent incentive contracts with every agent to make them inve…
A Game-theoretical Approach to Analyze Film Release Time
Hua Liu, Mengjing Chen, Xiaolong Wang +1
Film release dates play an important part in box office revenues because of the facts of obvious seasonality demand in the film industry and severe competition among films shown at…
Optimal mechanisms with budget for user generated contents
Mengjing Chen, Pingzhong Tang, Zihe Wang +2
In this paper, we design gross product maximization mechanisms which incentivize users to upload high-quality contents on user-generated-content (UGC) websites. We show that, the p…