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209
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JMLR
2011
15 years 1 months ago
2011
While most supervised machine learning models assume that training examples are sampled at random or adversarially, this article is concerned with models of learning from a cooper...
172
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CORR
2010
Springer
15 years 7 months ago
2010
Springer
Identification of defective members of large populations has been widely studied in the statistics community under the name of group testing. It involves grouping subsets of items...
142
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EUSFLAT
2007
15 years 8 months ago
2007
We investigate the distribution functions and the moments of the so-called Choquet integral, also known as the Lov´asz extension, when regarded as a real function of a random sam...
163
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TIT
2002
15 years 6 months ago
2002
In this paper, the influence of a point spectrum on large sample statistics of the autoregressive (AR) spectral estimator is addressed. In particular, the asymptotic distributions ...
194
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AVSS
2006
IEEE
16 years 28 days ago
2006
IEEE
Background modeling for dynamic scenes is an important problem in the context of real time video surveillance systems. Several nonparametric background models have been proposed t...