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Tianyi Zhou

Affiliations:
  • Georgia Institute of Technology, H. Milton Stewart School of Industrial and Systems Engineering, Atlanta, GA, USA


According to our database1, Tianyi Zhou authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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Bibliography

2025
Bridging Unsupervised and Semi-Supervised Anomaly Detection: A Theoretically-Grounded and Practical Framework with Synthetic Anomalies.
[BibTeX]
[DOI]
Matthew Lau
,
Tian-Yi Zhou
,
Xiangchi Yuan
,
Jizhou Chen
,
Wenke Lee
,
Xiaoming Huo
CoRR, June, 2025

2024
Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks.
[BibTeX]
[DOI]
Tian-Yi Zhou
,
Xiaoming Huo
J. Mach. Learn. Res., 2024

Optimal Classification-based Anomaly Detection with Neural Networks: Theory and Practice.
[BibTeX]
[DOI]
Tian-Yi Zhou
,
Matthew Lau
,
Jizhou Chen
,
Wenke Lee
,
Xiaoming Huo
CoRR, 2024

Approximation of RKHS Functionals by Neural Networks.
[BibTeX]
[DOI]
Tian-Yi Zhou
,
Namjoon Suh
,
Guang Cheng
,
Xiaoming Huo
CoRR, 2024

2023
Approximation and non-parametric estimation of functions over high-dimensional spheres via deep ReLU networks.
[BibTeX]
[DOI]
Namjoon Suh
,
Tian-Yi Zhou
,
Xiaoming Huo
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Learning Ability of Interpolating Convolutional Neural Networks.
[BibTeX]
[DOI]
Tian-Yi Zhou
,
Xiaoming Huo
CoRR, 2022


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