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Robust Information Divergences for Model-Form Uncertainty Arising from Sparse Data in Random PDE.

Eric Joseph HallMarkos A. Katsoulakis
Published in: SIAM/ASA J. Uncertain. Quantification (2018)
Keyphrases
  • sparse data
  • probabilistic model
  • data analysis
  • robust optimization
  • learning algorithm
  • nearest neighbor