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Hao Chen

Affiliations:
  • University of Wisconsin-Madison, Department of Statistics, Madison, WI, USA


According to our database1, Hao Chen authored at least 3 papers between 2020 and 2022.

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

Timeline

2020
2021
2022
0
1
2
1
1
1

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2022
Gaussian Process Parameter Estimation Using Mini-batch Stochastic Gradient Descent: Convergence Guarantees and Empirical Benefits.
[BibTeX]
[DOI]
Hao Chen
,
Lili Zheng
,
Raed Al Kontar
,
Garvesh Raskutti
J. Mach. Learn. Res., 2022

2021
Gaussian Process Inference Using Mini-batch Stochastic Gradient Descent: Convergence Guarantees and Empirical Benefits.
[BibTeX]
[DOI]
Hao Chen
,
Lili Zheng
,
Raed Al Kontar
,
Garvesh Raskutti
CoRR, 2021

2020
Stochastic Gradient Descent in Correlated Settings: A Study on Gaussian Processes.
[BibTeX]
[DOI]
Hao Chen
,
Lili Zheng
,
Raed Al Kontar
,
Garvesh Raskutti
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020


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