1384 search results - page 43 / 277 » Physical limits of inference |
96
Voted
CORR
2007
Springer
15 years 1 months ago
2007
Springer
We consider an information-theoretic objective function for statistical modeling of time series that embodies a parametrized trade-off between the predictive power of a model and...
104
Voted
AAAI
1994
15 years 2 months ago
1994
We propose a propositional language for temporal reasoning that is computationally effective yet expressive enough to describe information about fluents, events and temporal const...
117
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ICML
2008
IEEE
16 years 2 months ago
2008
IEEE
While discriminative training (e.g., CRF, structural SVM) holds much promise for machine translation, image segmentation, and clustering, the complex inference these applications ...
118
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ECML
2005
Springer
15 years 7 months ago
2005
Springer
Abstract. In this paper we consider latent variable models and introduce a new U-likelihood concept for estimating the distribution over hidden variables. One can derive an estimat...
114
Voted
EMO
2005
Springer
15 years 7 months ago
2005
Springer
With the invention of microarray technology, researchers are able to measure the expression levels of ten thousands of genes in parallel at various time points of a biological proc...