Orbit: A Framework for Designing and Evaluating Multi-objective Rankers

Chenyang Yang, Tesi Xiao, Michael Shavlovsky +2

Machine learning in production needs to balance multiple objectives: This is particularly evident in ranking or recommendation models, where conflicting objectives such as user eng…