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7

COLT
2004
Springer

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Inferring Mixtures of Markov Chains

13 years 10 months ago

Inferring Mixtures of Markov Chains

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We deﬁne the problem of inferring a “mixture of Markov chains” based on observing a stream of interleaved outputs from these chains. We show a sharp characterization of the inference process. The problems we consider also has applications such as gene ﬁnding, intrusion detection, etc., and more generally in analyzing interleaved sequences.

Tugkan Batu, Sudipto Guha, Sampath Kannan

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COLT 2004 | Interleaved Outputs | Interleaved Sequences | Markov Chains |

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Added	01 Jul 2010
Updated	01 Jul 2010
Type	Conference
Year	2004
Where	COLT
Authors	Tugkan Batu, Sudipto Guha, Sampath Kannan

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