5463 search results - page 971 / 1093 » Evaluating algorithms that learn from data streams |
134
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FOCS
2007
IEEE
15 years 11 months ago
2007
IEEE
We study the polynomial reconstruction problem for low-degree multivariate polynomials over finite field F[2]. In this problem, we are given a set of points x ∈ {0, 1}n and ta...
156
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KES
2008
Springer
15 years 4 months ago
2008
Springer
Abstract. This work proposes a family of language-independent semantic kernel functions defined for individuals in an ontology. This allows exploiting wellfounded kernel methods fo...
131
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CVPR
2010
IEEE
16 years 8 days ago
2010
IEEE
We introduce a parametric version (pDRUR) of the recently proposed Dimensionality Reduction by Unsupervised Regression algorithm. pDRUR alternately minimizes reconstruction error ...
216
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BMCBI
2006
15 years 4 months ago
2006
Background: The learning of global genetic regulatory networks from expression data is a severely under-constrained problem that is aided by reducing the dimensionality of the sea...
212
Voted
EELC
2006
15 years 8 months ago
2006
The Human Speechome Project is an effort to observe and computationally model the longitudinal course of language development for a single child at an unprecedented scale. The ide...