CORR
2012
Springer
12 years 8 months ago
2012
Springer
The key limiting factor in graphical model inference and learning is the complexity of the partition function. We thus ask the question: what are the most general conditions under...
CORR
2012
Springer
12 years 8 months ago
2012
Springer
The problem of finding locally dense components of a graph is an important primitive in data analysis, with wide-ranging applications from community mining to spam detection and ...
CORR
2012
Springer
12 years 8 months ago
2012
Springer
CORR
2012
Springer
12 years 8 months ago
2012
Springer
CORR
2012
Springer
12 years 8 months ago
2012
Springer
One-clock priced timed games is a class of two-player, zero-sum, continuous-time games that was defined and thoroughly studied in previous works. We show that One-clock priced ti...
CORR
2012
Springer
12 years 8 months ago
2012
Springer
– We study the evolution of public cooperation on two interdependent networks that are connected by means of a utility function, which determines to what extent payoffs in one n...
CORR
2012
Springer
12 years 8 months ago
2012
Springer
A distance oracle is a compact representation of the shortest distance matrix of a graph. It can be queried to retrieve approximate distances and corresponding paths between any p...
CORR
2012
Springer
12 years 8 months ago
2012
Springer
Discovering causal relations among observed variables in a given data set is a main topic in studies of statistics and artificial intelligence. Recently, some techniques to disco...
CORR
2012
Springer
12 years 8 months ago
2012
Springer
CORR
2012
Springer
12 years 8 months ago
2012
Springer
We present a novel approach to learn a kernelbased regression function. It is based on the use of conical combinations of data-based parameterized kernels and on a new stochastic ...