9 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 3 cited
Pareto-Optimal Learning-Augmented Algorithms for Online Conversion Problems
Bo Sun, Russell Lee, Mohammad Hajiesmaili +2
This paper leverages machine-learned predictions to design competitive algorithms for online conversion problems with the goal of improving the competitive ratio when predictions a…
cs.DS2019★ 9 cited
Learning-Assisted Competitive Algorithms for Peak-Aware Energy Scheduling
Russell Lee, Mohammad H. Hajiesmaili, Jian Li
In this paper, we study the peak-aware energy scheduling problem using the competitive framework with machine learning prediction. With the uncertainty of energy demand as the fund…