A Note on Dimensionality Reduction in Deep Neural Networks using Empirical Interpolation Method

Harbir Antil, Madhu Gupta, Randy Price

Empirical interpolation method (EIM) is a well-known technique to efficiently approximate parameterized functions. This paper proposes to use EIM algorithm to efficiently reduce th…