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Huo, Xiaoming
13 publications
NeurIPS
2025
Kernel-Based Equalized Odds: A Quantification of Accuracy-Fairness Trade-Off in Fair Representation Learning
Yijin Ni
,
Xiaoming Huo
NeurIPS
2025
PoGDiff: Product-of-Gaussians Diffusion Models for Imbalanced Text-to-Image Generation
Ziyan Wang
,
Sizhe Wei
,
Xiaoming Huo
,
Hao Wang
ICLR
2025
Towards Domain Adaptive Neural Contextual Bandits
Ziyan Wang
,
Xiaoming Huo
,
Hao Wang
JMLR
2024
Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning
Yiling Xie
,
Xiaoming Huo
JMLR
2024
Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks
Tian-Yi Zhou
,
Xiaoming Huo
NeurIPS
2024
High-Dimensional (Group) Adversarial Training in Linear Regression
Yiling Xie
,
Xiaoming Huo
ICML
2024
Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes
Hyunouk Ko
,
Xiaoming Huo
ICLR
2023
Approximation and Non-Parametric Estimation of Functions over High-Dimensional Spheres via Deep ReLU Networks
Namjoon Suh
,
Tian-Yi Zhou
,
Xiaoming Huo
ICML
2023
Conformalization of Sparse Generalized Linear Models
Etash Kumar Guha
,
Eugene Ndiaye
,
Xiaoming Huo
AISTATS
2023
Improved Rate of First Order Algorithms for Entropic Optimal Transport
Yiling Luo
,
Yiling Xie
,
Xiaoming Huo
TMLR
2023
Solving a Special Type of Optimal Transport Problem by a Modified Hungarian Algorithm
Yiling Xie
,
Yiling Luo
,
Xiaoming Huo
ICLR
2022
A Non-Parametric Regression Viewpoint : Generalization of Overparametrized Deep ReLU Network Under Noisy Observations
Namjoon Suh
,
Hyunouk Ko
,
Xiaoming Huo
NeurIPSW
2022
Solving a Special Type of Optimal Transport Problem by a Modified Hungarian Algorithm
Yiling Xie
,
Yiling Luo
,
Xiaoming Huo