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Jiaqi Li

Orcid: 0009-0003-0597-0970

Affiliations:
  • University of Chicago, Department of Statistics, IL, USA
  • Washington University, Department of Mathematics and Statistics, St Louis, MO, USA (PhD 2024)


According to our database1, Jiaqi Li authored at least 5 papers between 2024 and 2025.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
Online Inference for Quantiles by Constant Learning-Rate Stochastic Gradient Descent.
[BibTeX]
[DOI]
Ziyang Wei
,
Jiaqi Li
,
Likai Chen
,
Wei Biao Wu
CoRR, March, 2025

Gaussian Approximation and Concentration of Constant Learning-Rate Stochastic Gradient Descent.
[BibTeX]
[DOI]
Ziyang Wei
,
Jiaqi Li
,
Zhipeng Lou
,
Wei Biao Wu
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Statistical Guarantees for High-Dimensional Stochastic Gradient Descent.
[BibTeX]
[DOI]
Jiaqi Li
,
Zhipeng Lou
,
Johannes Schmidt-Hieber
,
Wei Biao Wu
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024
Asymptotics of Stochastic Gradient Descent with Dropout Regularization in Linear Models.
[BibTeX]
[DOI]
Jiaqi Li
,
Johannes Schmidt-Hieber
,
Wei Biao Wu
CoRR, 2024

Probabilistic Guarantees of Stochastic Recursive Gradient in Non-convex Finite Sum Problems.
[BibTeX]
[DOI]
Yanjie Zhong
,
Jiaqi Li
,
Soumendra Lahiri
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024


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