Hyunouk Ko

According to our database, Hyunouk Ko authored at least 3 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

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

Hyunouk Ko, Xiaoming Huo

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

2023

On Excess Risk Convergence Rates of Neural Network Classifiers.

Hyunouk Ko, Namjoon Suh, Xiaoming Huo

CoRR, 2023

2022

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

Namjoon Suh, Hyunouk Ko, Xiaoming Huo

Proceedings of the Tenth International Conference on Learning Representations, 2022