Scaling up Ranking under Constraints for Live Recommendations by Replacing Optimization with Prediction

Yegor Tkachenko, Wassim Dhaouadi, Kamel Jedidi

Many important multiple-objective decision problems can be cast within the framework of ranking under constraints and solved via a weighted bipartite matching linear program. Some…