Deep neural networks (DNNs), which power modern artificial intelligence (AI) models, are machine learning systems that learn hidden patterns from various types of data, be it images, audio or text, to ...

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Abstract: The Stable Marriage Problem (SMP) is a fundamental combinatorial optimization problem with real-world applications in market design, medical residency assignments, and college admissions.

We study the greedy (exploitation-only) algorithm in bandit problems with a known reward structure. We allow arbitrary finite reward structures, while prior work focused on a few specific ones. We ...

Researchers have devised an "absurdly fast" algorithm to solve the problem of finding the fastest flow through a network. When you purchase through links on our site, we may earn an affiliate ...