1845 search results - page 329 / 369 » Machine-Learning Applications of Algorithmic Randomness |
ICDM
2007
IEEE
13 years 12 months ago
2007
IEEE
Active inference seeks to maximize classification performance while minimizing the amount of data that must be labeled ex ante. This task is particularly relevant in the context o...
FOCS
2004
IEEE
13 years 11 months ago
2004
IEEE
Stochastic optimization problems attempt to model uncertainty in the data by assuming that (part of) the input is specified in terms of a probability distribution. We consider the...
HT
1991
ACM
13 years 11 months ago
1991
ACM
In order to combine hypertext with database facilities, we show how to extract an effective storage structure from given instance relationships. The schema of the structure recogn...
FLAIRS
2008
13 years 10 months ago
2008
Preferences in constraint problems are common but significant in many real world applications. In this paper, we extend our conditional and composite CSP (CCCSP) framework, managi...
IDA
2010
Springer
13 years 9 months ago
2010
Springer
Abstract. We propose a generic framework and methods for simplification of large networks. The methods can be used to improve the understandability of a given network, to complemen...