A Regression Approach to Learning Augmented Online Algorithms

K. Anand, R. Ge, A. Kumar, D. Panigrahi

Neural Information Processing Systems 

A recent trend in online algorithms has seen the use of future predictions generated by ML techniques to bypass pessimistic worst-case lower bounds.

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