How Overparameterization works part3(Machine Learning)
Overparameterized random feature regression with nearly orthogonal data(arXiv) Author : Zhichao Wang, Yizhe Zhu Abstract : We investigate the properties of random feature ridge regression (RFRR) given by a two-layer neural network with random Gaussian initialization. We study the non-asymptotic behaviors of the RFRR with nearly orthogonal deterministic unit-length input…
How Overparameterization works part3(Machine Learning) Overparameterized random feature regression with nearly orthogonal data(arXiv) Author : Zhichao Wang, Yizhe Zhu Abstract : We investigate the properties of random feature ridge regression (RFRR) given by a two-layer neural network with random Gaussian initialization. We study the non-asymptotic behaviors of the RFRR with nearly orthogonal deterministic unit-length input… deep-learning
Overparameterization work part3Machine Learning Overparameterized random feature regression nearly orthogonal dataarXiv Author Zhichao Wang Yizhe Zhu Abstract investigate property random feature ridge regression RFRR given twolayer neural network random Gaussian initialization study nonasymptotic behavior RFRR nearly orthogonal deterministic unitlength input… deeplearning