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Hyunouk Ko
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 3
Top Topics
Gaussian Kernels
Step Size
Convergence Rate
Top Venues
CoRR
ICLR
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Publications
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Hyunouk Ko
,
Xiaoming Huo
Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes.
CoRR
(2024)
Hyunouk Ko
,
Namjoon Suh
,
Xiaoming Huo
On Excess Risk Convergence Rates of Neural Network Classifiers.
CoRR
(2023)
Namjoon Suh
,
Hyunouk Ko
,
Xiaoming Huo
A Non-Parametric Regression Viewpoint : Generalization of Overparametrized Deep RELU Network Under Noisy Observations.
ICLR
(2022)