Construct · 1 fields · 1 citations

learning-augmented algorithms: a standalone construct

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learning-augmentedalgorithms1 CONSTRUCTLearning-augmentedLYKOURIS · ONLINE ALGORITHMS

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Online algorithms

algorithms that use possibly wrong machine-learned predictions, judged by how well they do when predictions are good and how gracefully they degrade when they are bad.

In online algorithms, learning-augmented algorithms refers to algorithms that use possibly wrong machine-learned predictions, judged by how well they do when predictions are good and how gracefully they degrade when they are bad. This meaning comes from Lykouris (2021) in Journal of the ACM.[1]

Unit
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Nearby constructs

good2 fields · 5 citationsjingle · one word, two constructswell2 fields · 2 citationsjingle · one word, two constructs

References

  1. Lykouris, T., & Vassilvitskii, S. (2021). Competitive Caching with Machine Learned Advice. Journal of the ACM, 68(4), 1-25. https://doi.org/10.1145/3447579

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