AITopics | Yilin Zhang

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Yilin Zhang

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Understanding Regularized Spectral Clustering via Graph Conductance

Yilin Zhang, Karl Rohe

Neural Information Processing SystemsOct-7-2024, 07:13:41 GMT

This paper uses the relationship between graph conductance and spectral clustering to study (i) the failures of spectral clustering and (ii) the benefits of regularization.

artificial intelligence, conductance, machine learning, (19 more...)

Neural Information Processing Systems

Country: North America > United States > Wisconsin (0.29)

Genre:

Research Report (0.68)
Instructional Material (0.46)

Technology:

Information Technology > Communications (1.00)
Information Technology > Artificial Intelligence > Machine Learning (1.00)
Information Technology > Artificial Intelligence > Representation & Reasoning (0.70)

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