Forward–backward algorithm

Known as: Forward-backward algorithm, Forward/backward algorithm, Posterior decoding 
The forward–backward algorithm is an inference algorithm for hidden Markov models which computes the posterior marginals of all hidden state… (More)
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Papers overview

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Highly Cited
2016
Highly Cited
2016
A number of recent works have emphasized the prominent role played by the KurdykaLojasiewicz inequality for proving the… (More)
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2014
2014
In this paper, we propose an inertial forward-backward splitting algorithm to compute a zero of the sum of two monotone operators… (More)
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Highly Cited
2013
Highly Cited
2013
This paper introduces a generalized forward-backward splitting algorithm for finding a zero of a sum of maximal monotone… (More)
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2013
2013
In many applications in signal and image processing, communications, and system identification, one aims to recover a signal that… (More)
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2010
2010
0167-8655/$ see front matter 2009 Elsevier B.V. A doi:10.1016/j.patrec.2009.09.023 * Corresponding author. E-mail addresses: wael… (More)
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Highly Cited
2006
Highly Cited
2006
This correspondence addresses several practical problems in implementing a forward-backward (FB) algorithm for an explicit… (More)
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Highly Cited
2005
Highly Cited
2005
We show that various inverse problems in signal recovery can be formulated as the generic problem of minimizing the sum of two… (More)
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Highly Cited
2003
Highly Cited
2003
Existing algorithms for estimating the model parameters of an explicit-duration hidden Markov model (HMM) usually require… (More)
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2002
2002
This paper offers a detailed lesson plan on the forwardbackward algorithm. The lesson is taught from a live, commented… (More)
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Highly Cited
1985
Highly Cited
1985
In this note, we examine the forward-backward algorithm from the computational viewpoint of the underflow problem inherent in… (More)
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