Testing the manifold hypothesis
نویسندگان
چکیده
منابع مشابه
Testing the Manifold Hypothesis
The underlying hypothesis of this field is that due to constraints that limit the degrees of freedom of the generative process, data tend to lie near a low dimensional submanifold. This has been empirically observed to be the case, for example, in speech and video data. Although there are many widely used algorithms motivated by this hypothesis, the basic question of testing this hypothesis is ...
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ژورنال
عنوان ژورنال: Journal of the American Mathematical Society
سال: 2016
ISSN: 0894-0347,1088-6834
DOI: 10.1090/jams/852