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Highly Cited

2016

Highly Cited

2016

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

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

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

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

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

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

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

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

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

In this note, we examine the forward-backward algorithm from the computational viewpoint of the underflow problem inherent in… Expand

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