2 papers
math.NA2021
A Tikhonov Regularization Based Algorithm for Scattered Data with Random Noise
Jiantang Zhang, Jin Cheng, Min Zhong
With the rapid growth of data, how to extract effective information from data is one of the most fundamental problems. In this paper, based on Tikhonov regularization, we propose a…
math.NA2021
Extract the information from the big data with randomly distributed noise
Jin Cheng, Jiantang Zhang, Min Zhong
In this manuscript, a purely data driven statistical regularization method is proposed for extracting the information from big data with randomly distributed noise. Since the varia…