30 search results - page 4 / 6 » Tractable Inference for Complex Stochastic Processes |
133
Voted
NIPS
2000
15 years 4 months ago
2000
People can understand complex auditory and visual information, often using one to disambiguate the other. Automated analysis, even at a lowlevel, faces severe challenges, includin...
153
Voted
ICDE
2009
IEEE
15 years 16 days ago
2009
IEEE
Many real world applications such as sensor networks and other monitoring applications naturally generate probabilistic streams that are highly correlated in both time and space. ...
120
Voted
JAIR
2008
15 years 2 months ago
2008
Multi-agent planning in stochastic environments can be framed formally as a decentralized Markov decision problem. Many real-life distributed problems that arise in manufacturing,...
129
Voted
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
Markov networks are extensively used to model complex sequential, spatial, and relational interactions in fields as diverse as image processing, natural language analysis, and bio...
116
Voted
PODS
2008
ACM
16 years 2 months ago
2008
ACM
In the rank join problem, we are given a set of relations and a scoring function, and the goal is to return the join results with the top K scores. It is often the case in practic...