28 search results - page 1 / 6 » Hilbert space embeddings of conditional distributions with a... |
ICML
2009
IEEE
14 years 5 months ago
2009
IEEE
In this paper, we extend the Hilbert space embedding approach to handle conditional distributions. We derive a kernel estimate for the conditional embedding, and show its connecti...
JMLR
2010
12 years 11 months ago
2010
A Hilbert space embedding for probability measures has recently been proposed, with applications including dimensionality reduction, homogeneity testing, and independence testing....
INFOCOM
2010
IEEE
13 years 2 months ago
2010
IEEE
In this paper we show that complex (scale-free) network topologies naturally emerge from hyperbolic metric spaces. The hyperbolic geometry can be used to facilitate maximally efï¬...
WORDS
2002
IEEE
13 years 9 months ago
2002
IEEE
Distributed programming is applicable in a wide range of domains such as control systems. These systems are subject to mutable environments and must also provide a time varying ad...
DEBS
2009
ACM
13 years 8 months ago
2009
ACM
One of the main challenges faced by content-based publish/subscribe systems is handling large amount of dynamic subscriptions and publications in a multidimensional content space....