10 citations · 22 across the 4 of their papers we have counts for
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cs.DS2020
Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice
Shufan Wang, Jian Li, Shiqiang Wang
We study the problem of augmenting online algorithms with machine learned (ML) advice. In particular, we consider the \emph{multi-shop ski rental} (MSSR) problem, which is a genera…
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…