Yihong Gu

activity

20172026

most citedZhuSuan: A Library for Bayesian Deep Learning

37 citations · 88 across the 14 of their papers we have counts for

collaborators

Showing 2026Show all

3 papers · 1 filter

math.ST2026

Optimal use of a black-box learner in semiparametric estimation

Yihong Gu

Consider the partial linear model $Y = μ_{0} (X) + β_{0} \cdot T + ε$ and $T = π_{0} (X) + u$ in the structure-agnostic setting, where we are blind to the structure $μ_{0}$ and $π_…

math.ST2026

Unveiling Invariant and Transferable Latent Factors Across Heterogeneous Environments via ATLAS

Yihong Gu, Katherine Liao, Tianxi Cai

This paper considers a multi-environment factor model in which high-dimensional covariates are collected from heterogeneous environments, with auxiliary labels available in a subse…

math.ST2026

Optimally taming biases in black-box models for efficient semiparametric estimation

Yihong Gu, Qishuo Yin, Tianxi Cai +1

Modern semiparametric estimation often relies on flexible black-box machine learning methods to estimate nuisance functions, raising a fundamental question: how do nuisance estimat…