2 papers
stat.ME2021
Interference, Bias, and Variance in Two-Sided Marketplace Experimentation: Guidance for Platforms
Hannah Li, Geng Zhao, Ramesh Johari +1
Two-sided marketplace platforms often run experiments to test the effect of an intervention before launching it platform-wide. A typical approach is to randomize individuals into t…
cs.LG2018
Exploration vs. Exploitation in Team Formation
Ramesh Johari, Vijay Kamble, Anilesh K. Krishnaswamy +1
An online labor platform faces an online learning problem in matching workers with jobs and using the performance on these jobs to create better future matches. This learning probl…