Search Results - "FORWARD-backward algorithm"

Backward–forward algorithms for structured monotone inclusions in Hilbert spaces by Attouch, Hédy, Peypouquet, Juan, Redont, Patrick

“…In this paper, we study the backward–forward algorithm as a splitting method to solve structured monotone inclusions, and convex minimization problems in…”
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Scalable Bayesian Inference for Coupled Hidden Markov and Semi-Markov Models by Touloupou, Panayiota, Finkenstädt, Bärbel, Spencer, Simon E. F.

“…Bayesian inference for coupled hidden Markov models frequently relies on data augmentation techniques for imputation of the hidden state processes…”
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Fast convex optimization via inertial dynamics with Hessian driven damping by Attouch, Hedy, Peypouquet, Juan, Redont, Patrick

“…We first study the fast minimization properties of the trajectories of the second-order evolution equationx¨(t)+αtx˙(t)+β∇2Φ(x(t))x˙(t)+∇Φ(x(t))=0, where Φ:H→R…”
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Diagnosis and Prognosis of Degradation Process via Hidden Semi-Markov Model by Liu, Tongshun, Zhu, Kunpeng, Zeng, Liangcai

“…The intelligent estimation of degradation state and the prediction of remaining useful life (RUL) are important for the maintenance of industrial equipment. In…”
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Inducing strong convergence into the asymptotic behaviour of proximal splitting algorithms in Hilbert spaces by Boţ, Radu Ioan, Csetnek, Ernö Robert, Meier, Dennis

“…Proximal splitting algorithms for monotone inclusions (and convex optimization problems) in Hilbert spaces share the common feature to guarantee for the…”
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Tseng methods with inertial for solving inclusion problems and application to image deblurring and image recovery problems by Padcharoen, Anantachai, Kitkuan, Duangkamon, Kumam, Wiyada, Kumam, Poom

“…In this article, we offer two modifications of the modified forward‐backward splitting method based on inertial Tseng method and viscosity method for inclusion…”
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Approaching the solving of constrained variational inequalities via penalty term-based dynamical systems by Boţ, Radu Ioan, Csetnek, Ernö Robert

“…We investigate the existence and uniqueness of (locally) absolutely continuous trajectories of a penalty term-based dynamical system associated to a…”
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A Dynamical Approach to an Inertial Forward-Backward Algorithm for Convex Minimization by Attouch, Hédy, Peypouquet, Juan, Redont, Patrick

“…We introduce a new class of forward-backward algorithms for structured convex minimization problems in Hilbert spaces. Our approach relies on the time…”
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Three-Dimensional Angle of Arrival Estimation in Dynamic Indoor Terahertz Channels Using a Forward–Backward Algorithm by Peng, Bile, Kurner, Thomas

“…A novel angle-of-arrival (AoA) estimation method for both azimuth and elevation based on Bayesian inference and statistical state transition probabilities is…”
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Tikhonov regularized iterative methods for nonlinear problems by Dixit, Avinash, Sahu, D. R., Gautam, Pankaj, Som, T.

“…We consider the monotone inclusion problems in real Hilbert spaces. Proximal splitting algorithms are very popular technique to solve it and generally achieve…”
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A modified forward‐backward splitting methods for the sum of two monotone operators with applications to breast cancer prediction by Peeyada, Pronpat, Dutta, Hemen, Shiangjen, Kanokwatt, Cholamjiak, Watcharaporn

“…This work proposes a modified forward‐backward splitting algorithm combining an inertial technique for solving the monotone variational inclusion problem. The…”
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Inertial viscosity forward-backward splitting algorithm for monotone inclusions and its application to image restoration problems by Kitkuan, Duangkamon, Kumam, Poom, Martínez-Moreno, Juan, Sitthithakerngkiet, Kanokwan

“…In this research, we are interested about the monotone inclusion problems in the scope of the real Hilbert spaces by using an inertial forward-backward…”
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On Inexact Relative-Error Hybrid Proximal Extragradient, Forward-Backward and Tseng’s Modified Forward-Backward Methods with Inertial Effects by Alves, M. Marques, Marcavillaca, Raul T.

“…For solving monotone inclusion problems, we propose an inertial under-relaxed version of the relative-error hybrid proximal extragradient method. We study the…”
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Convergence of the forward-backward algorithm: beyond the worst-case with the help of geometry by Garrigos, Guillaume, Rosasco, Lorenzo, Villa, Silvia

“…We provide a comprehensive study of the convergence of the forward-backward algorithm under suitable geometric conditions, such as conditioning or Łojasiewicz…”
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Convergence of an inertial reflected–forward–backward splitting algorithm for solving monotone inclusion problems with application to image recovery by Izuchukwu, Chinedu, Reich, Simeon, Shehu, Yekini

“…We first propose a reflected–forward–backward splitting algorithm with two inertial effects for solving monotone inclusions and then establish that the…”
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Proximal-gradient algorithms for fractional programming by Boţ, Radu Ioan, Csetnek, Ernö Robert

“…In this paper, we propose two proximal-gradient algorithms for fractional programming problems in real Hilbert spaces, where the numerator is a proper, convex…”
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Hidden mover‐stayer model for disease progression accounting for misclassified and partially observed diagnostic tests: Application to the natural history of human papillomavirus and cervical precancer by Aron, Jordan, Albert, Paul S., Wentzensen, Nicolas, Cheung, Li C.

“…Hidden Markov models (HMMs) have been proposed to model the natural history of diseases while accounting for misclassification in state identification. We…”
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A splitting algorithm for dual monotone inclusions involving cocoercive operators by Vu, Bang Cong

“…We consider the problem of solving dual monotone inclusions involving sums of composite parallel-sum type operators. A feature of this work is to exploit…”
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A Fast Image Restoration Algorithm Based on a Fixed Point and Optimization Method by Hanjing, Adisak, Suantai, Suthep

“…In this paper, a new accelerated fixed point algorithm for solving a common fixed point of a family of nonexpansive operators is introduced and studied, and…”
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The generalized viscosity explicit rules for solving variational inclusion problems in Banach spaces by Cholamjiak, Prasit, Pholasa, Nattawut, Suantai, Suthep, Sunthrayuth, Pongsakorn

“…In this paper, we propose a generalized viscosity explicit method for finding zeros of the sum of two accretive operators in the framework of Banach spaces…”
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