29 citations · 221 across the 38 of their papers we have counts for
3 papers · 1 filter
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…
Reinforcement Mechanism Design for e-commerce
Qingpeng Cai, Aris Filos-Ratsikas, Pingzhong Tang +1
We study the problem of allocating impressions to sellers in e-commerce websites, such as Amazon, eBay or Taobao, aiming to maximize the total revenue generated by the platform. We…