136 citations · 246 across the 25 of their papers we have counts for
4 papers · 1 filter
Equilibrium Selection in Data Markets: Multiple-Principal, Multiple-Agent Problems with Non-Rivalrous Goods
Samir Wadhwa, Roy Dong
There are several aspects of data markets that distinguish them from a typical commodity market: asymmetric information, the non-rivalrous nature of data, and informational externa…
Strategic Inference with a Single Private Sample
Erik Miehling, Roy Dong, Cédric Langbort +1
Motivated by applications in cyber security, we develop a simple game model for describing how a learning agent's private information influences an observing agent's inference proc…
Competitive Statistical Estimation with Strategic Data Sources
Tyler Westenbroek, Roy Dong, Lillian J. Ratliff +1
In recent years, data has played an increasingly important role in the economy as a good in its own right. In many settings, data aggregators cannot directly verify the quality of…
Statistical Estimation with Strategic Data Sources in Competitive Settings
Tyler Westenbroek, Roy Dong, Lillian J. Ratliff +1
In this paper, we introduce a preliminary model for interactions in the data market. Recent research has shown ways in which a data aggregator can design mechanisms for users to en…