9 citations · 13 across the 3 of their papers we have counts for
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cs.LG2022★ 1 cited
Online Search with Predictions: Pareto-optimal Algorithm and its Applications in Energy Markets
Russell Lee, Bo Sun, Mohammad Hajiesmaili +1
This paper develops learning-augmented algorithms for energy trading in volatile electricity markets. The basic problem is to sell (or buy) units of energy for the highest reve…
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…