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01/06/2023
Optimal Scaling Results for a Wide Class of Proximal MALA Algorithms
We consider a recently proposed class of MCMC methods which uses proximi...
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06/03/2022
Detection of Fibrosis in Cine Magnetic Resonance Images Using Artificial Intelligence Techniques
Background: Artificial intelligence techniques have demonstrated great p...
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02/15/2021
On Riemannian Stochastic Approximation Schemes with Fixed Step-Size
This paper studies fixed step-size stochastic approximation (SA) schemes...
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05/27/2020
Convergence Analysis of Riemannian Stochastic Approximation Schemes
This paper analyzes the convergence for a large class of Riemannian stoc...
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09/10/2019