65 search results - page 2 / 13 » Learning Rational Stochastic Languages |
COLT
2007
Springer
13 years 11 months ago
2007
Springer
ALT
2010
Springer
13 years 2 months ago
2010
Springer
We focus on the estimation of a probability distribution over a set of trees. We consider here the class of distributions computed by weighted automata - a strict generalization of...
ICGI
1998
Springer
13 years 9 months ago
1998
Springer
Abstract. The present paper presents a new approach of how to convert Gold-style [4] learning in the limit into stochastically finite learning with high confidence. We illustrate t...
COLT
2004
Springer
13 years 11 months ago
2004
Springer
Abstract. Probabilistic finite automata (PFA) model stochastic languages, i.e. probability distributions over strings. Inferring PFA from stochastic data is an open field of rese...
COGSCI
2008
13 years 5 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...