Jihao Long

activity

20182026

most citedConvergence of the Deep BSDE Method for Coupled FBSDEs

139 citations · 170 across the 18 of their papers we have counts for

collaborators

Showing 2023 · stat.MLShow all

2 papers · 2 filters

stat.ML2023

The $L^{\infty}$ Learnability of Reproducing Kernel Hilbert Spaces

Hongrui Chen, Jihao Long, Lei Wu

In this work, we analyze the learnability of reproducing kernel Hilbert spaces (RKHS) under the $L^{\infty}$ norm, which is critical for understanding the performance of kernel metho…

stat.ML2023

A duality framework for analyzing random feature and two-layer neural networks

Hongrui Chen, Jihao Long, Lei Wu

We consider the problem of learning functions within the $F_{p, π}$ and Barron spaces, which play crucial roles in understanding random feature models (RFMs), two-layer ne…

The L∞ Learnability of Reproducing Kernel Hilbert Spaces

A duality framework for analyzing random feature and two-layer neural networks

The $L^{\infty}$ Learnability of Reproducing Kernel Hilbert Spaces