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Zhi Zhang

Affiliations:
  • University of California, Los Angeles (UCLA), Department of Statistics and Data Science, CA, USA


According to our database1, Zhi Zhang authored at least 9 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
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Links

On csauthors.net:

Bibliography

2025
Quantile Additive Trend Filtering.
[BibTeX]
[DOI]
Zhi Zhang
,
Kyle Ritscher
,
Oscar Hernan Madrid Padilla
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

Statistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayes Theory.
[BibTeX]
[DOI]
Zhi Zhang
,
Chris Chow
,
Yasi Zhang
,
Yanchao Sun
,
Haochen Zhang
,
Eric Hanchen Jiang
,
Han Liu
,
Furong Huang
,
Yuchen Cui
,
Oscar Hernan Madrid Padilla
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024
Confidence Interval Construction and Conditional Variance Estimation with Dense ReLU Networks.
[BibTeX]
[DOI]
Carlos Misael Madrid Padilla
,
Oscar Hernan Madrid Padilla
,
Yik Lun Kei
,
Zhi Zhang
,
Yanzhen Chen
CoRR, 2024

Unlocking the Potential of Text-to-Image Diffusion with PAC-Bayesian Theory.
[BibTeX]
[DOI]
Eric Hanchen Jiang
,
Yasi Zhang
,
Zhi Zhang
,
Yixin Wan
,
Andrew Lizarraga
,
Shufan Li
,
Ying Nian Wu
CoRR, 2024

Dense ReLU Neural Networks for Temporal-spatial Model.
[BibTeX]
[DOI]
Zhi Zhang
,
Carlos Misael Madrid Padilla
,
Xiaokai Luo
,
Oscar Hernan Madrid Padilla
,
Daren Wang
CoRR, 2024

Statistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayesian Theory.
[BibTeX]
[DOI]
Zhi Zhang
,
Chris Chow
,
Yasi Zhang
,
Yanchao Sun
,
Haochen Zhang
,
Eric Hanchen Jiang
,
Han Liu
,
Furong Huang
,
Yuchen Cui
,
Oscar Hernan Madrid Padilla
CoRR, 2024

DODT: Enhanced Online Decision Transformer Learning through Dreamer's Actor-Critic Trajectory Forecasting.
[BibTeX]
[DOI]
Eric Hanchen Jiang
,
Zhi Zhang
,
Dinghuai Zhang
,
Andrew Lizarraga
,
Chenheng Xu
,
Yasi Zhang
,
Siyan Zhao
,
Zhengjie Xu
,
Peiyu Yu
,
Yuer Tang
,
Deqian Kong
,
Ying Nian Wu
CoRR, 2024

Multivariate Time Series Forecasting By Graph Attention Networks With Theoretical Guarantees.
[BibTeX]
[DOI]
Zhi Zhang
,
Weijian Li
,
Han Liu
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022
Reinforcement Learning under a Multi-agent Predictive State Representation Model: Method and Theory.
[BibTeX]
[DOI]
Zhi Zhang
,
Zhuoran Yang
,
Han Liu
,
Pratap Tokekar
,
Furong Huang
Proceedings of the Tenth International Conference on Learning Representations, 2022


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