A Non-Parametric Regression Viewpoint : Generalization of Overparametrized Deep RELU Network Under Noisy Observations. - Namjoon Suh; Hyunouk Ko; Xiaoming Huo (ICLR, 2022)

On Excess Risk Convergence Rates of Neural Network Classifiers. - Hyunouk Ko; Namjoon Suh; Xiaoming Huo (CoRR, 2023)

Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes. - Hyunouk Ko; Xiaoming Huo (ICML, 2024)