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Citations per year
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Cited by
All
Since 2019
Citations
6
6
h-index
1
1
i10-index
0
0
0
4
2
2021
2022
2023
2024
3
2
1
Co-authors
James Spall
The Johns Hopkins University
Verified email at jhuapl.edu
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Shiqing Sun
Johns Hopkins University
Verified email at jhu.edu -
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Stochastic Optimization
Statistical Learning
Automated Machine Learning
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Year
SPSA method using diagonalized Hessian estimate
S Sun, JC Spall
2019 IEEE 58th Conference on Decision and Control (CDC), 4922-4927
, 2019
5
2019
Connection of Diagonal Hessian Estimates to Natural Gradients in Stochastic Optimization
S Sun, JC Spall
2021 55th Annual Conference on Information Sciences and Systems (CISS), 1-6
, 2021
1
2021
Application of SPSA-Type Algorithms in High-dimensional Stochastic Optimization and Sampling
S Sun
Johns Hopkins University
, 2023
2023
Langevin Monte Carlo with SPSA-approximated Gradients
S Sun, JC Spall
2023 57th Annual Conference on Information Sciences and Systems (CISS), 1-6
, 2023
2023
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