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Improved weight initialization for deep and narrow feedforward neural network File File

Lee, Hyunwoo , Kim, Yunho , Yang, Seung Yeop , Choi, Hayoung

Article Issue Date2024-08 View136
Langevin Dynamics Based Algorithm e-THεO POULA for Stochastic Optimization Problems with Discontinuous Stochastic Gradient File

Lim, Dong-Young , Neufeld, Ariel , Sabanis, Sotirios , Zhang, Ying

Article Issue Date2025-08 View101
Non-asymptotic estimates for TUSLA algorithm for non-convex learning with applications to neural networks with ReLU activation function File

Lim, Dong-Young , Neufeld, Ariel , Sabanis, Sotirios , Zhang, Ying

Article Issue Date2024-05 View95
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