1291 search results - page 165 / 259 » Learning Rules from Distributed Data |
120
Voted
SAC
2006
ACM
15 years 8 months ago
2006
ACM
Traditional Data Mining and Knowledge Discovery algorithms assume free access to data, either at a centralized location or in federated form. Increasingly, privacy and security co...
142
Voted
ML
2010
ACM
14 years 9 months ago
2010
ACM
Traditional classification methods assume that the training and the test data arise from the same underlying distribution. However, in several adversarial settings, the test set is...
132
Voted
EWCBR
2006
Springer
15 years 6 months ago
2006
Springer
Feature selection for unsupervised tasks is particularly challenging, especially when dealing with text data. The increase in online documents and email communication creates a nee...
123
Voted
NIPS
2001
15 years 4 months ago
2001
Estimating insurance premia from data is a difficult regression problem for several reasons: the large number of variables, many of which are discrete, and the very peculiar shape...
92
Voted
SP
2009
IEEE
15 years 9 months ago
2009
IEEE
In this paper, we study the degree to which a genomic string, Q, leaks details about itself any time it engages in comparison protocols with a genomic querier, Bob, even if those ...