Hyunouk Ko

Orcid: 0009-0003-1781-1870

According to our database¹, Hyunouk Ko authored at least 3 papers between 2022 and 2026.

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2026

On Excess Risk Convergence Rates of Neural Network Classifiers.

[DOI]

IEEE Trans. Inf. Theory, March, 2026

2024

Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes.

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

A Non-Parametric Regression Viewpoint : Generalization of Overparametrized Deep RELU Network Under Noisy Observations.

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022