most citedAn Efficient 1 Iteration Learning Algorithm for Gaussian Mixture Model And Gaussian Mixture Embedding For Neural Network

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cs.LG2023★ 1 cited

An Efficient 1 Iteration Learning Algorithm for Gaussian Mixture Model And Gaussian Mixture Embedding For Neural Network

Weiguo Lu, Xuan Wu, Deng Ding +1

We propose an Gaussian Mixture Model (GMM) learning algorithm, based on our previous work of GMM expansion idea. The new algorithm brings more robustness and simplicity than classi…

math.OC2018

Domain Recurrence and Probabilistic Analysis of Residence Time of Stochastic Systems and Domain Aiming Control

Juliang Yin, Deng Ding, Suiyang Khoo

The problem of domain aiming control is formulated for controlled stochastic nonlinear systems. This issue involves regularity of the solution to the resulting closed-loop stochast…