1450 search results - page 13 / 290 » Complexity of Inference in Graphical Models |
72
Voted
NIPS
2003
15 years 1 months ago
2003
Significant progress in clustering has been achieved by algorithms that are based on pairwise affinities between the datapoints. In particular, spectral clustering methods have ...
ICMCS
1999
IEEE
15 years 3 months ago
1999
IEEE
We present a semi-automatic image-based modeling system to make 3-D models from photographs. The human operator intervenes only for simple and straightforward tasks. The design of...
76
Voted
KR
2004
Springer
15 years 5 months ago
2004
Springer
We describe a technique for speeding up inference for model-based abduction tasks that trades off inference time and/or space for the fraction of queries correctly answered. We co...
122
Voted
CORR
2012
Springer
13 years 7 months ago
2012
Springer
We address the problem of learning the parameters in graphical models when inference is intractable. A common strategy in this case is to replace the partition function with its B...
106
Voted
ICML
2006
IEEE
16 years 13 days ago
2006
IEEE
We propose a new model for the probabilistic estimation of continuous state variables from a sequence of observations, such as tracking the position of an object in video. This ma...