Learning Multi-Index Models with Hyper-Kernel Ridge Regression

Shuo Huang, Hippolyte Labarrière, Ernesto De Vito +2

Deep neural networks excel in high-dimensional problems, outperforming models such as kernel methods, which suffer from the curse of dimensionality. However, the theoretical founda…