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math.AP2022★ 1 cited
Norm-dependent convergence and stability of the inverse scattering series for diffuse and scalar waves
Srinath Mahankali, Yunan Yang
This work analyzes the forward and inverse scattering series for scalar waves based on the Helmholtz equation and the diffuse waves from the time-independent diffusion equation, wh…
cs.LG2022
Randomly Initialized One-Layer Neural Networks Make Data Linearly Separable
Promit Ghosal, Srinath Mahankali, Yihang Sun
Recently, neural networks have demonstrated remarkable capabilities in mapping two arbitrary sets to two linearly separable sets. The prospect of achieving this with randomly initi…