Andrei Ivanov

TMPNN: High-Order Polynomial Regression Based on Taylor Map Factorization

The paper presents Taylor Map Polynomial Neural Network (TMPNN), a novel form of very high-order polynomial regression, in which the same coefficients for a lower-to-moderate-order polynomial regression are iteratively reapplied so as to achieve a higher-order model without the number of coefficient…