Jihao Long

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Reproducing Kernel Hilbert Space

High Dimensions

Reinforcement Learning

Top Venues

SIAM J. Numer. Anal.

J. Mach. Learn. Res.

Publications

Jiequn Han, Ruimeng Hu, Jihao Long
Learning High-Dimensional McKean-Vlasov Forward-Backward Stochastic Differential Equations with General Distribution Dependence. SIAM J. Numer. Anal. 62 (1) (2024)
Jihao Long, Xiaojun Peng, Lei Wu
A Duality Analysis of Kernel Ridge Regression in the Noiseless Regime. CoRR (2024)
Jihao Long, Jiequn Han
Reinforcement Learning with Function Approximation: From Linear to Nonlinear. CoRR (2023)
Hongrui Chen, Jihao Long, Lei Wu
Learnability of Reproducing Kernel Hilbert Spaces. CoRR (2023)
Hongrui Chen, Jihao Long, Lei Wu
A duality framework for generalization analysis of random feature models and two-layer neural networks. CoRR (2023)
Wei Hu, Yue Zhao, Weinan E, Jiequn Han, Jihao Long
Learning Free Terminal Time Optimal Closed-loop Control of Manipulators. CoRR (2023)
Lei Wu, Jihao Long
A spectral-based analysis of the separation between two-layer neural networks and linear methods. J. Mach. Learn. Res. 23 (2022)
Jiequn Han, Ruimeng Hu, Jihao Long
Learning High-Dimensional McKean-Vlasov Forward-Backward Stochastic Differential Equations with General Distribution Dependence. CoRR (2022)
Yaohua Zang, Jihao Long, Xuanxi Zhang, Wei Hu, Weinan E, Jiequn Han
A Machine Learning Enhanced Algorithm for the Optimal Landing Problem. MSML (2022)
Jihao Long, Jiequn Han
Perturbational Complexity by Distribution Mismatch: A Systematic Analysis of Reinforcement Learning in Reproducing Kernel Hilbert Space. CoRR (2021)
Jihao Long, Lei Wu
Linear approximability of two-layer neural networks: A comprehensive analysis based on spectral decay. CoRR (2021)
Jihao Long, Jiequn Han, Weinan E
Analysis of Reinforcement Learning in High Dimensions with Kernel and Neural Network Approximation. CoRR (2021)
Jiequn Han, Ruimeng Hu, Jihao Long
A Class of Dimensionality-free Metrics for the Convergence of Empirical Measures. CoRR (2021)
Jiequn Han, Ruimeng Hu, Jihao Long
Convergence of Deep Fictitious Play for Stochastic Differential Games. CoRR (2020)
Jiequn Han, Jihao Long
Convergence of the Deep BSDE Method for Coupled FBSDEs. CoRR (2018)