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Adaptive Nesterov momentum method for solving ill-posed inverse problems

• Authors : Jin, Qinian

• Source: Inverse Problems ; volume 41, issue 2, page 025005 ; ISSN 0266-5611 1361-6420

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Sequential Kalman tuning of the t-preconditioned Crank-Nicolson algorithm: efficient, adaptive and gradient-free inference for Bayesian inverse problems

• Authors : Grumitt, Richard DP; Karamanis, Minas; Seljak, Uroš

Subjects: Applied Mathematics; Pure Mathematics; Mathematical Sciences

• Source: Inverse Problems, vol 40, iss 12

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Advances in Computational and Statistical Inverse Problems

• Authors : Green, Dylan

Subjects: SAR; Bayesian Inference; Inverse Problems

• Source: Dartmouth College Ph.D Dissertations

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Physics-Driven Learning for Inverse Problems in Quantum Chromodynamics ...

• Authors : Aarts, Gert; Fukushima, Kenji; Hatsuda, Tetsuo

Subjects: High Energy Physics - Lattice hep-lat; Machine Learning cs.LG; High Energy Physics - Phenomenology hep-ph

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Solving Inverse Problems using Diffusion with Fast Iterative Renoising ...

• Authors : Bendel, Matt C.; Shastri, Saurav K.; Ahmad, Rizwan

Subjects: Computer Vision and Pattern Recognition cs.CV; FOS: Computer and information sciences

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Conditional Mutual Information Based Diffusion Posterior Sampling for Solving Inverse Problems ...

• Authors : Hamidi, Shayan Mohajer; Yang, En-Hui

Subjects: Machine Learning cs.LG; Machine Learning stat.ML; FOS: Computer and information sciences

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Optimization Landscapes Learned: Proxy Networks Boost Convergence in Physics-based Inverse Problems ...

• Authors : Goyal, Girnar; Holl, Philipp; Agrawal, Sweta

Subjects: Machine Learning cs.LG; Optimization and Control math.OC; FOS: Computer and information sciences

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Investigating the Feasibility of Patch-based Inference for Generalized Diffusion Priors in Inverse Problems for Medical Images ...

• Authors : Roy, Saikat; Mostapha, Mahmoud; Miron, Radu

Subjects: Image and Video Processing eess.IV; Computer Vision and Pattern Recognition cs.CV; Machine Learning cs.LG

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Bayesian Model Parameter Learning in Linear Inverse Problems with Application in EEG Focal Source Imaging ...

• Authors : Koulouri, Alexandra; Rimpilainen, Ville

Subjects: Signal Processing eess.SP; Machine Learning stat.ML; FOS: Electrical engineering, electronic engineering, information engineering

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BIAN: A boundary-informed Alone Neural Network for solving PDE-constrained Inverse Problems ...

• Authors : Li, Kegan

Subjects: Numerical Analysis math.NA; FOS: Mathematics

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