CAREER: Modern Aspects of Learning-Augmented Algorithms
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Many important artificial intelligence computing systems rely on algorithms to make decisions about scheduling, routing, and the use of limited resources. Traditional algorithms are dependable because their performance can be guaranteed in all cases, but they often cannot take advantage of recurring patterns in data that could make them faster or…
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