2252 search results - page 246 / 451 » A distributed machine learning framework |
ICML
2004
IEEE
16 years 1 months ago
2004
IEEE
A standard method for approximating averages in probabilistic models is to construct a Markov chain in the product space of the random variables with the desired equilibrium distr...
89
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We address the problem of evaluating the risk of a given model accurately at minimal labeling costs. This problem occurs in situations in which risk estimates cannot be obtained f...
127
click to vote
CVPR
2009
IEEE
16 years 8 months ago
2009
IEEE
We present a new approach for the discriminative training
of continuous-valued Markov Random Field (MRF)
model parameters. In our approach we train the MRF
model by optimizing t...
106
Voted
ICASSP
2009
IEEE
15 years 7 months ago
2009
IEEE
We present a framework for audio background modeling of complex and unstructured audio environments. The determination of background audio is important for understanding and predi...
113
click to vote
ICCV
2005
IEEE
15 years 6 months ago
2005
IEEE
— We present a general approach for the hierarchical segmentation and labeling of document layout structures. This approach models document layout as a grammar and performs a glo...