Sufficiently Informative and Relevant Features: An Information-Theoretic and Fourier-Based Characterization
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Information Theory"
DOI: 10.1109/tit.2022.3169998
Abstract: A fundamental challenge in learning is the presence of nonlinear redundancies and dependencies in the data. To address this, we propose a Fourier-based approach to characterize feature redundancies, in unsupervised learning, and feature-label dependencies, in… read more here.
Keywords: fourier based; sufficiently informative; fourier; feature ... See more keywords
Construction of Fourier expansion of Apostol Frobenius–Euler polynomials and its applications
Sign Up to like & getrecommendations! Published in 2018 at "Advances in Difference Equations"
DOI: 10.1186/s13662-018-1526-x
Abstract: In the present paper, we find the Fourier expansion of the Apostol Frobenius–Euler polynomials. By using a Fourier expansion of the Apostol Frobenius–Euler polynomials, we derive some new and interesting results. read more here.
Keywords: apostol frobenius; expansion apostol; euler polynomials; fourier expansion ... See more keywords