5990 search results - page 644 / 1198 » The Sampling Analysis Pattern |
147
Voted
SODA
2008
ACM
15 years 5 months ago
2008
ACM
We study a generalization of the k-median problem with respect to an arbitrary dissimilarity measure D. Given a finite set P, our goal is to find a set C of size k such that the s...
141
Voted
NIPS
2004
15 years 5 months ago
2004
An important aspect of clustering algorithms is whether the partitions constructed on finite samples converge to a useful clustering of the whole data space as the sample size inc...
118
Voted
SSWMC
2004
15 years 5 months ago
2004
Steganalysis in the wide sense consists of first identifying suspicious objects and then further analysis during which we try to identify the steganographic scheme used for embedd...
146
Voted
UAI
2004
15 years 5 months ago
2004
A Bayesian belief network is a model of a joint distribution over a finite set of variables, with a DAG structure representing immediate dependencies among the variables. For each...
120
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We address the problem of evaluating the risk of a given model accurately at minimal labeling costs. This problem occurs in situations in which risk estimates cannot be obtained f...