Publications

Please find below my list of publications, organized by topics. See also my Google Scholar.

Spatial Statistics

• Flexible parametric inference for space-time Hawkes processes (2024)
  Emilia Siviero, Guillaume Staerman, Stephan Clémençon, Thomas Moreau  [paper]

• A statistical learning view of simple Kriging (TEST 2023)
  Emilia Siviero, Emilie Chautru, Stephan Clémençon  [paper]

Optimal Transport

• A stochastic Gauss–Newton algorithm for regularized semi-discrete optimal transport (Information and Inference: A Journal of the IMA 2023)
  Bernard Bercu, Jérémie Bigot, Sébastien Gadat, Emilia Siviero  [paper]