14779 search results - page 19 / 2956 » On Ultrametric Algorithmic Information |
DAGSTUHL
2006
13 years 10 months ago
2006
Multisource information theory in Shannon setting is well known. In this article we try to develop its algorithmic information theory counterpart and use it as the general framewo...
NIPS
2003
13 years 9 months ago
2003
The maximisation of information transmission over noisy channels is a common, albeit generally computationally difficult problem. We approach the difficulty of computing the mutua...
UAI
2003
13 years 9 months ago
2003
Learning with hidden variables is a central challenge in probabilistic graphical models that has important implications for many real-life problems. The classical approach is usin...
MFCS
2005
Springer
14 years 1 months ago
2005
Springer
A partial information algorithm for a language A computes, for some fixed m, for input words x1, . . . , xm a set of bitstrings containing χA(x1, . . . , xm). E.g., p-selective, ...
ICML
2010
IEEE
13 years 8 months ago
2010
IEEE
In this paper we propose a novel clustering algorithm based on maximizing the mutual information between data points and clusters. Unlike previous methods, we neither assume the d...