Convergence Analysis of Two-Layer Neural Networks under Gaussian Input Masking

Afroditi Kolomvaki, Fangshuo Liao, Evan Dramko +2

We investigate the convergence guarantee of two-layer neural network training with Gaussian randomly masked inputs. This scenario corresponds to Gaussian dropout at the input level…