Using ML predictions for Online Scheduling Algorithms

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I've read this paper on improving worst case performances of online scheduling algorithms. Was wondering if anyone had any insight on the follow-up question, if you could use the error distribution from the prediction to improve the bounds. Any advice would be greatly appreciated!