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Yuanhan Hu

According to our database1, Yuanhan Hu authored at least 7 papers between 2020 and 2023.

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

Timeline

2020
2021
2022
2023
0
1
2
3
2
2
1
1
1

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Cyclic and Randomized Stepsizes Invoke Heavier Tails in SGD than Constant Stepsize.
[BibTeX]
[DOI]
Mert Gürbüzbalaban
,
Yuanhan Hu
,
Umut Simsekli
,
Lingjiong Zhu
Trans. Mach. Learn. Res., 2023

Cyclic and Randomized Stepsizes Invoke Heavier Tails in SGD.
[BibTeX]
[DOI]
Mert Gürbüzbalaban
,
Yuanhan Hu
,
Umut Simsekli
,
Lingjiong Zhu
CoRR, 2023

2022
Penalized Langevin and Hamiltonian Monte Carlo Algorithms for Constrained Sampling.
[BibTeX]
[DOI]
Mert Gürbüzbalaban
,
Yuanhan Hu
,
Lingjiong Zhu
CoRR, 2022

Heavy-Tail Phenomenon in Decentralized SGD.
[BibTeX]
[DOI]
Mert Gürbüzbalaban
,
Yuanhan Hu
,
Umut Simsekli
,
Kun Yuan
,
Lingjiong Zhu
CoRR, 2022

2021
Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo.
[BibTeX]
[DOI]
Mert Gürbüzbalaban
,
Xuefeng Gao
,
Yuanhan Hu
,
Lingjiong Zhu
J. Mach. Learn. Res., 2021

Fractional moment-preserving initialization schemes for training deep neural networks.
[BibTeX]
[DOI]
Mert Gürbüzbalaban
,
Yuanhan Hu
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020
Fractional moment-preserving initialization schemes for training fully-connected neural networks.
[BibTeX]
[DOI]
Mert Gürbüzbalaban
,
Yuanhan Hu
CoRR, 2020


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