publications

2021

  1. arXiv
    Generalized Bayesian Likelihood-Free Inference Using Scoring Rules Estimators
    Pacchiardi, Lorenzo, and Dutta, Ritabrata
    arXiv preprint arXiv:2104.03889 2021
  2. PLOS Comp. Biol.
    Using Mobility Data in the Design of Optimal Lockdown Strategies for the COVID-19 Pandemic
    Dutta, Ritabrata, Gomes, Susana, Kalise, Dante, and Pacchiardi, Lorenzo
    PLOS Computational Biology 2021

2020

  1. arXiv
    Score Matched Conditional Exponential Families for Likelihood-Free Inference
    Pacchiardi, Lorenzo, and Dutta, Ritabrata
    arXiv preprint arXiv:2012.10903 2020
  2. Sankhya B
    Distance-Learning for Approximate Bayesian Computation to Model a Volcanic Eruption
    Pacchiardi, Lorenzo, Künzli, Pierre, Schoengens, Marcel, Chopard, Bastien, and Dutta, Ritabrata
    Sankhya B 2020
  3. arXiv
    ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation
    Dutta, Ritabrata, Schoengens, Marcel, Pacchiardi, Lorenzo, Ummadisingu, Avinash, Widmer, Nicole, Onnela, Jukka-Pekka, and Mira, Antonietta
    arXiv preprint arXiv:1711.04694 2020