Siyun Zhou
I'm a PhD student at UESTC. My research interests are algorithms, nonlinear optimization and stochastic optimization. You can contact me through email zhousiyun.eiko@outlook.com.
Journal Publications
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Stochastic Gauss–Newton algorithms for online PCA
Journal of Scientific Computing .
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Convergence analysis of Oja’s iteration for solving online PCA with nonzero-mean samples
Science China Mathematics .
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Document classification via nonlinear metric learning
Neural Processing Letters .
Conference Publications
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Solving systems of linear equations through zero forcing sets
COCOON 2023 (to appear)
Manuscripts
Some manuscripts are available upon request.
Some manuscripts are available upon request.
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Learning more discriminative local descriptors for few-shot learning
Submitted 2023
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Streaming first-order optimization methods with momentum for dominant eigenspace estimation
Submitted 2023