Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax
Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function ClassesInternational Conference on Machine Learning (ICML), 2024 |
A minimax framework for quantifying risk-fairness trade-off in
regressionAnnals of Statistics (Ann. Stat.), 2020 |