Related Topics
Experts

1

2

3

4

5
Publications (106)

1Learning a Spelling Error Model from Search Query Logs2005  Farooq Ahmad,Grzegorz Kondrakand an implementation of the Expectation Maximization (EM) algorithm to learn an error model is described, with reference to...

2Speaker Recognition with Mixtures of Gaussians with Sparse Regression Matrices2004  Constantinos Boulisive structureestimation criteria with the structural EM algorithm is also presented. This paper is structured as follows...

3Beyond EM: Bayesian Techniques for Human Language Technology Researchers2006  Hal Daumé IIIHal Daume III, USCISI The ExpectationMaximization (EM) algorithm has proved to be a great and useful technique for unsupervised...

4A Dynamical System Approach To Continuous Speech Recognitionuse here an nontraditionnl 253 method based on the EM algorithm, that can be easily used under either correlation or...

5Tutorial on Inductive Semisupervised Learning Methods: with Applicability to Natural Language Processing2006  Anoop Sarkar,Gholamreza HaffariLearning – Cotraining algorithm – Yarowsky algorithm – CoEM algorithm – CoBoost algorithm – Agreement Boost algorithm – Multitask...

6Simultaneous WordMorpheme Alignment for Statistical Machine Translationjointly induces word and morpheme alignments using an EM algorithm. We evaluated our model on TurkishEnglish parallel data...

7MAP Estimation of Continuous Density HMM : Theory and Applications1992  JeanLuc Gauvain,ChinHui Leeusually obtained by using the expectationmaximization (EM) algorithm \[3, I, 13\]. This algorithm exploits the fact that the...

8Experiments with Spectral Learning of LatentVariable PCFGsfor parameter estimation of LPCFGs, which—unlike the EM algorithm—is guaranteed to give consistent parameter estimates (it...

9But Dictionaries Are Data Too1993  Peter F. Brown,Stephen A. Della Pietra,Vincent J. Della Pietra,Meredith J. Goldsmith,Jan Hajic,Robert L. Mercer,Surya Mohantyfunction of O, which we can doby applying the EM algorithm \[3, 4\]. The EM algorithm adjusts an initial estimate of O in a series...

10Score Distribution Based Term Specific Thresholding for Spoken Term Detection2009  Dogan Can,Murat Saraçlarunsupervised estimation using the ExpectationMaximization (EM) algorithm. Figure 1 shows the normalized histogram of posterior...