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multi-label focal

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Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

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) …

Hierarchical classification at multiple operating points

Neural Information Processing SystemsNov-15-2025, 00:46:27 GMT

Figure 4: Impact of loss hyper-parameters on trade-off with iNat21-Mini (correct vs. recall). Table 3 outlines the parametrisation that corresponds to each loss function. Table 3: Definition and properties of the parametrisations used by each loss function.Loss θ Parametrisation Properties Flat softmax, HXE [2] R Algorithm 1 Algorithm for finding ordered Pareto set. We use square brackets to denote array elements (subscripts were used in the main text).procedure

artificial intelligence, hierarchical classification, machine learning, (11 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Machine Learning (0.61)

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727855c31df8821fd18d41c23daebf10-Supplemental-Conference.pdf

Neural Information Processing SystemsAug-15-2025, 20:53:26 GMT

argsort, loss function, multi-label focal, (9 more...)

Neural Information Processing Systems

Technology:

Information Technology > Artificial Intelligence > Machine Learning (0.58)
Information Technology > Artificial Intelligence > Representation & Reasoning (0.35)

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