Lukang Sun

According to our database1, Lukang Sun authored at least 8 papers between 2021 and 2024.

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

Timeline

2021
2022
2023
2024
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1
2
3
4
5
1
1
3
1
1
1

Legend:

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In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Federated Sampling with Langevin Algorithm under Isoperimetry.
Trans. Mach. Learn. Res., 2024

2023
Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling.
Trans. Mach. Learn. Res., 2023

Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Improved Stein Variational Gradient Descent with Importance Weights.
CoRR, 2022

A Note on the Convergence of Mirrored Stein Variational Gradient Descent under (L<sub>0</sub>, L<sub>1</sub>)-Smoothness Condition.
CoRR, 2022

Federated Learning with a Sampling Algorithm under Isoperimetry.
CoRR, 2022

A Convergence Theory for SVGD in the Population Limit under Talagrand's Inequality T1.
Proceedings of the International Conference on Machine Learning, 2022

2021
Complexity Analysis of Stein Variational Gradient Descent Under Talagrand's Inequality T1.
CoRR, 2021


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