Construct · 1 fields · 1 citations

mixture of experts: a standalone construct

One name. One construct. A landmark on the map.

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Machine learning

a model in which several expert networks each handle part of the input space and a gating network decides how to weight them.

In machine learning, mixture of experts refers to a model in which several expert networks each handle part of the input space and a gating network decides how to weight them. This meaning comes from Jacobs (1991) in Neural Computation.[1]

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Nearby constructs

learning6 fields · 14 citationsjingle · one name, six constructs mixture2 fields · 2 citationsjingle · one word, two constructs model3 fields · 3 citationsjingle · one word, three constructs

References

Jacobs, R. A., Jordan, M. I., Nowlan, S. J., & Hinton, G. E. (1991). Adaptive Mixtures of Local Experts. Neural Computation, 3(1), 79-87. https://doi.org/10.1162/neco.1991.3.1.79

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