publications

An up-to-date list is available on Google Scholar.

preprints

  1. arXiv
    Boosted Control Functions
    Nicola Gnecco, Jonas Peters, Sebastian Engelke, and Niklas Pfister
    2023
    PDF Code
  1. arXiv
    Extremal Random Forests
    Nicola Gnecco, Edossa Merga Terefe, and Sebastian Engelke
    2022
    PDF Code

      peer-reviewed

      2022

      1. TPAMI
        A Causal Framework for Distribution Generalization
        Rune Christiansen, Niklas Pfister, Martin Emil Jakobsen, Nicola Gnecco, and Jonas Peters
        IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
        PDF Code

      2021

      1. Ann. Stat.
        Causal discovery in heavy-tailed models
        Nicola Gnecco, Nicolai Meinshausen, Jonas Peters, and Sebastian Engelke
        The Annals of Statistics, 2021
        PDF Code

      theses

        1. PhD thesis
          Causal inference for extremes
          Nicola Gnecco
          University of Geneva, 2022
          PDF
          1. Master’s thesis
            Causality in Heavy-​Tailed Data
            Nicola Gnecco
            ETH Zurich, 2018
            PDF