759 search results - page 65 / 152 » Structured Learning with Approximate Inference |
106
Voted
COGSCI
2008
15 years 2 months ago
2008
We propose a new model of human concept learning that provides a rational analysis for learning of feature-based concepts. This model is built upon Bayesian inference for a gramma...
134
Voted
JMLR
2010
14 years 9 months ago
2010
We present a polynomial update time algorithm for the inductive inference of a large class of context-free languages using the paradigm of positive data and a membership oracle. W...
127
Voted
ICPR
2008
IEEE
16 years 3 months ago
2008
IEEE
We present a semi-Markov model for recognizing scene text that integrates character and word segmentation with recognition. Using wavelet features, it requires only approximate lo...
131
Voted
ICCV
2009
IEEE
15 years 8 days ago
2009
IEEE
Poisson regression models the noisy output of a counting function as a Poisson random variable, with a log-mean parameter that is a linear function of the input vector. In this wo...
131
Voted
ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
A family of probabilistic time series models is developed to analyze the time evolution of topics in large document collections. The approach is to use state space models on the n...