Regularization and Error Bars for the Mixture of Experts Network

@inproceedings{Ramamurti1997RegularizationAE,
  title={Regularization and Error Bars for the Mixture of Experts Network},
  author={Viswanath Ramamurti and Joydeep Ghosh},
  year={1997}
}
Viswanath Ramamurti and Joydeep Ghosh Department of Electrical and Computer Engineering The University of Texas at Austin, Austin, TX 78712-1084. E-mail: fviswa,ghoshg@pine.ece.utexas.edu Abstract The mixture of experts architecture provides a modular approach to function approximation. Since di erent experts get attuned to di erent regions of the input space during the course of training, and data distribution may not be uniform, some experts may get overtrained while others are undertrained… CONTINUE READING

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