22 search results - page 1 / 5 » Sum-Product Networks: A New Deep Architecture |
CORR
2012
Springer
12 years 1 days 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...
CACM
2006
13 years 4 months ago
2006
ANCS
2009
ACM
13 years 2 months ago
2009
ACM
Inline stateful and deep inspection for intrusion prevention is becoming more challenging due to the increase in both the volume of network traffic and the complexity of the analy...
ICMLA
2009
13 years 2 months ago
2009
State-of-the-art pattern recognition methods have difficulty dealing with problems where the dimension of the output space is large. In this article, we propose a new framework ba...
TRIDENTCOM
2010
IEEE
13 years 2 months ago
2010
IEEE
The Internet enables the way how global businesses and communities communicate today. In the last years, however, new demands have collided with old designs, resulting in a complex...