Mixed memory Markov models: decomposing complex stochastic processes as mixtures of simpler ones (1998)

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by Lawrence K. Saul , Michael I. Jordan
Citations:52 - 1 self

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393 Dynamic Bayesian Networks: Representation, Inference and Learning – Kevin Patrick Murphy - 2002
52 Coupled hidden Markov models for modeling interacting processes – Matthew Brand - 1997
69 Markovian Models for Sequential Data – Yoshua Bengio - 1996
Mitsubishi Electric Research Laboratories – Http Www Merl, Ramesh Raskar, Ramesh Raskar, Remo Ziegler, Remo Ziegler, Thomas Willwacher, Thomas Willwacher - 2002
7 Monte Carlo Hidden Markov Models – Sebastian Thrun, John Langford - 1998
6 Techniques for modelling Phonological Processes in Automatic Speech Recognition – Harriet Jane Nock - 2001
141 Automating the Construction of Internet Portals with Machine Learning – Andrew Kachites Mccallum, Kamal Nigam, Jason Rennie, Kristie Seymore - 2000
228 Tractable inference for complex stochastic processes – Xavier Boyen - 1998
2 The Mixture Transition Distribution (MTD) Model for High-Order Markov Chains and Non-Gaussian Time Series – André Berchtold, Adrian Raftery - 1999
9 The mixture transition distribution model for high-order Markov chains and non-Gaussian time series – André Berchtold, Adrian E. Raftery - 2002
161 Learning the structure of dynamic probabilistic networks – Nir Friedman, Kevin Murphy, Stuart Russell - 1998
9 Probabilistic Finite-State Machines - Part I – E. Vidal, F. Thollard, C. De La Higuera, F. Casacuberta, R. C. Carrasco
60 Building Probabilistic Models for Natural Language – Stanley F. Chen - 1996
24 Dynamic Bayesian Networks – Kevin P. Murphy - 2002
10 Distributed Latent Variable Models of Lexical Co-occurrences – John Blitzer, Amir Globerson, Fernando Pereira - 2005
34 Approximate Learning of Dynamic Models – Xavier Boyen, Daphne Koller - 1998
4 Feature-Based Pronunciation Modeling for Automatic Speech Recognition – Karen Livescu, James R. Glass, Arthur C. Smith, Karen Livescu - 2005
1 Text Mining Using HMM and PPM – Yingying Wen - 2001
USING AUXILIARY SOURCES OF KNOWLEDGE FOR AUTOMATIC SPEECH RECOGNITION – Mathew Magimai Doss - 2005