Guohao SHEN

7 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-5277-0176

Department of Applied Mathematics, Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR 999077, China

Publications

• Error Analysis for Deep ReLU Feedforward Density-Ratio Estimation with Bregman Divergence — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Wasserstein generative regression — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026
• Deep Neural Newsvendor — Management Science 2026
• Deep Mutual Density Ratio Estimation with Bregman Divergence and Its Applications — Journal of the American Statistical Association 2025
• Nonparametric Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Deep nonparametric regression on approximate manifolds: Nonasymptotic error bounds with polynomial prefactors — The Annals of Statistics 2023
• Linearized maximum rank correlation estimation — Biometrika 2023