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133
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UAI
2004
15 years 5 months ago
On the Choice of Regions for Generalized Belief Propagation
Generalized belief propagation (GBP) has proven to be a promising technique for approximate inference tasks in AI and machine learning. However, the choice of a good set of cluste...
Max Welling
132
Voted
UAI
1997
15 years 4 months ago
Nonuniform Dynamic Discretization in Hybrid Networks
We consider probabilistic inference in general hybrid networks, which include continuous and discrete variables in an arbitrary topology. We reexamine the question of variable dis...
Alexander V. Kozlov, Daphne Koller
138
Voted
MONET
2008
150views more  MONET 2008»
15 years 3 months ago
A Multi-radio 802.11 Mesh Network Architecture
Routers equipped with multiple 802.11 radios can alleviate capacity problems in wireless mesh networks. However, a practical, complete system architecture that can realize the bene...
Krishna N. Ramachandran, Irfan Sheriff, Elizabeth ...
127
Voted
CVPR
2000
IEEE
16 years 5 months ago
Impact of Dynamic Model Learning on Classification of Human Motion
The human figure exhibits complex and rich dynamic behavior that is both nonlinear and time-varying. However, most work on tracking and analysis of figure motion has employed eith...
Vladimir Pavlovic, James M. Rehg
140
Voted
USS
2010
15 years 1 months ago
Idle Port Scanning and Non-interference Analysis of Network Protocol Stacks Using Model Checking
Idle port scanning uses side-channel attacks to bounce scans off of a "zombie" host to stealthily scan a victim IP address and determine if a port is open or closed, or ...
Roya Ensafi, Jong Chun Park, Deepak Kapur, Jedidia...