Corpus ID: 204823885

Direct Estimation of Differential Functional Graphical Models

@inproceedings{Zhao2019DirectEO,
  title={Direct Estimation of Differential Functional Graphical Models},
  author={Boxin Zhao and Y. Samuel Wang and Mladen Kolar},
  booktitle={NeurIPS},
  year={2019}
}
  • Boxin Zhao, Y. Samuel Wang, Mladen Kolar
  • Published in NeurIPS 2019
  • Mathematics, Computer Science
  • We consider the problem of estimating the difference between two functional undirected graphical models with shared structures. In many applications, data are naturally regarded as high-dimensional random function vectors rather than multivariate scalars. For example, electroencephalography (EEG) data are more appropriately treated as functions of time. In these problems, not only can the number of functions measured per sample be large, but each function is itself an infinite dimensional… CONTINUE READING

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