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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 View103
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 View103
On diffusion-based generative models and their error bounds: The log-concave case with full convergence estimates File

Bruno, Stefano , Zhang, Ying , Lim, Dong-Young , Akyildiz, Ömer Deniz , Sabanis, Sotirios

Article Issue Date2025-02 View102
Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks File

Lim, Dong-Young , Sabanis, Sotirios

Article Issue Date2024-04 View103
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