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# 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… Expand
Wikipedia

## Papers overview

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Highly Cited
2016
Highly Cited
2016
• J. Glob. Optim.
• 2016
• Corpus ID: 6084058
A number of recent works have emphasized the prominent role played by the Kurdyka-Łojasiewicz inequality for proving the… Expand
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Highly Cited
2014
Highly Cited
2014
• Journal of Mathematical Imaging and Vision
• 2014
• Corpus ID: 6728474
In this paper, we propose an inertial forward-backward splitting algorithm to compute a zero of the sum of two monotone operators… Expand
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Highly Cited
2014
Highly Cited
2014
• SIAM J. Optim.
• 2014
• Corpus ID: 10887234
We introduce a new class of forward-backward algorithms for structured convex minimization problems in Hilbert spaces. Our… Expand
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Highly Cited
2014
Highly Cited
2014
• J. Optim. Theory Appl.
• 2014
• Corpus ID: 6768156
We consider the minimization of a function G defined on ${ \mathbb{R} } ^{N}$, which is the sum of a (not necessarily convex… Expand
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Highly Cited
2013
Highly Cited
2013
• SIAM J. Imaging Sci.
• 2013
• Corpus ID: 1815648
This paper introduces the generalized forward-backward splitting algorithm for minimizing convex functions of the form \$F + \sum_… Expand
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2009
2009
• M. Collins
• Encyclopedia of Biometrics
• 2009
• Corpus ID: 28561521
This note describes the forward-backward algorithm. The forward-backward algorithm has very important applications to both hidden… Expand
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Highly Cited
2005
Highly Cited
2005
• Multiscale Model. Simul.
• 2005
• Corpus ID: 15064954
We show that various inverse problems in signal recovery can be formulated as the generic problem of minimizing the sum of two… Expand
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Highly Cited
2003
Highly Cited
2003
• IEEE Signal Processing Letters
• 2003
• Corpus ID: 18513724
Existing algorithms for estimating the model parameters of an explicit-duration hidden Markov model (HMM) usually require… Expand
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Highly Cited
2000
Highly Cited
2000
• IEEE Trans. Pattern Anal. Mach. Intell.
• 2000
• Corpus ID: 1545504
We describe a real-time computer vision and machine learning system for modeling and recognizing human behaviors in a visual… Expand
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Highly Cited
1985
Highly Cited
1985
• P. Devijver
• Pattern Recognit. Lett.
• 1985
• Corpus ID: 8554430
In this note, we examine the forward-backward algorithm from the computational viewpoint of the underflow problem inherent in… Expand
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