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pro vyhledávání: '"Concept class"'
Akademický článek
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Autor:
Marshall A. Taylor, Dustin S. Stoltz
Publikováno v:
Sociological Science, Vol 7, Iss 23, Pp 544-569 (2020)
Recent methodological work at the intersection of culture, cognition, and computational methods has drawn attention to how cultural schemas can be "recovered" from social survey data. Defining cultural schemas as slowly learned, implicit, and unevenl
Externí odkaz:
https://doaj.org/article/c2ab283113c544ccb953d3b957a371dd
Akademický článek
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K zobrazení výsledku je třeba se přihlásit.
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In a recent article, Alon, Hanneke, Holzman, and Moran (FOCS '21) introduced a unifying framework to study the learnability of classes of partial concepts. One of the central questions studied in their work is whether the learnability of a partial co
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3426b263e7da45ef31e7c62f7a2569a1
http://arxiv.org/abs/2303.17578
http://arxiv.org/abs/2303.17578
Autor:
Dustin S. Stoltz, Marshall A. Taylor
Publikováno v:
Sociological Science, Vol 7, Iss 23, Pp 544-569 (2020)
Recent methodological work at the intersection of culture, cognition, and computational methods has drawn attention to how cultural schemas can be 'recovered' from social survey data. Defining cultural schemas as slowly learned, implicit, and unevenl
Publikováno v:
Íkala, Revista de Lenguaje y Cultura, Volume: 26, Issue: 2, Pages: 437-456, Published: 16 MAR 2022
This study intended to identify which referent features are more frequently selected in the naming of the concept class of places and, in turn, determine which are the preferred conceptualizations in Mapudungun. This language is mainly spoken by Mapu
Publikováno v:
Journal of Computer and System Sciences. 106:129-144
In certain applications there may be only positive examples available to learn concepts of a class of interest. Furthermore, learning has to be done properly, i. e. the hypothesis space has to coincide with the concept class, and without false positi
Publikováno v:
Discrete Applied Mathematics. 258:222-234
In 2006, Valiant introduced a variation to his celebrated PAC model to Biology, by which he wished to explain how such complex life mechanisms evolved in that short time by two simple mechanisms — random variation and natural selection. Soon after,
Publikováno v:
IEEE Transactions on Image Processing. 28:1191-1204
With deep convolutional features, cross-region matching (CRM) has recently shown superior performance on image retrieval. It evaluates image similarity by comparing image regions at different locations and scales, and is, therefore, more robust to ge
Publikováno v:
STOC
How quickly can a given class of concepts be learned from examples? It is common to measure the performance of a supervised machine learning algorithm by plotting its “learning curve”, that is, the decay of the error rate as a function of the num