Linearized subspace refinement framework to expose hidden accuracy in trained neural networks

Wenbo Cao, Weiwei Zhang

Neural networks trained by gradient-based methods often exhibit optimization-induced accuracy plateaus in scientific machine learning tasks. We present Linearized Subspace Refineme…