Search Results for author: Shisheng Cui

Found 2 papers, 0 papers with code

Variance-Reduced Splitting Schemes for Monotone Stochastic Generalized Equations

no code implementations26 Aug 2020 Shisheng Cui, Uday V. Shanbhag

We consider monotone inclusion problems where the operators may be expectation-valued, a class of problems that subsumes convex stochastic optimization problems as well as subclasses of stochastic variational inequality and equilibrium problems.

Stochastic Optimization

Development of modeling and control strategies for an approximated Gaussian process

no code implementations12 Feb 2020 Shisheng Cui, Chia-Jung Chang

The Gaussian process (GP) model, which has been extensively applied as priors of functions, has demonstrated excellent performance.

Computational Efficiency

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