On Convolutional Approximations to Linear Dimensionality Reduction Operators for Large Scale Data Processing

Swayambhoo Jain, Jarvis Haupt

In this paper, we examine the problem of approximating a general linear dimensionality reduction (LDR) operator, represented as a matrix $A\in {\mathbb{R}}^{m\times n}$ with $m < n…