Dong-Young Lim

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 4

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Publications

Stefano Bruno, Ying Zhang, Dong-Young Lim, Ömer Deniz Akyildiz, Sotirios Sabanis
On diffusion-based generative models and their error bounds: The log-concave case with full convergence estimates. CoRR (2023)
Dong-Young Lim, Ariel Neufeld, Sotirios Sabanis, Ying Zhang
Langevin dynamics based algorithm e-THεO POULA for stochastic optimization problems with discontinuous stochastic gradient. CoRR (2022)
Dong-Young Lim, Ariel Neufeld, Sotirios Sabanis, Ying Zhang
Non-asymptotic estimates for TUSLA algorithm for non-convex learning with applications to neural networks with ReLU activation function. CoRR (2021)
Dong-Young Lim, Sotirios Sabanis
Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks. CoRR (2021)