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Title:A New Accelerated Common Fixed Point Algorithm with Applications to Regression and Classification Problems
Conference:SYNASC2021
Tags:fixed point algorithm, forward-backward algorithm, Hilbert space and regression and classification problems
Abstract:
In this work, we propose a novel algorithm for finding a common fixed point of an infinite family of nonexpansive mappings. We then prove strong convergence of the proposed algorithm under some suitable conditions. Moreover we apply our algorithm to solving regression and classification problems. We also compare convergence behavior of our algorithm with the others in the literature.
A New Accelerated Common Fixed Point Algorithm with Applications to Regression and Classification Problems
A New Accelerated Common Fixed Point Algorithm with Applications to Regression and Classification Problems
