Leonelli, Manuele

6 publications

PGM 2024 Context-Specific Refinements of Bayesian Network Classifiers Manuele Leonelli, Gherardo Varando

PGM 2024 Learning Staged Trees from Incomplete Data Jack Storror Carter, Manuele Leonelli, Eva Riccomagno, Gherardo Varando

AISTATS 2023 Context-Specific Causal Discovery for Categorical Data Using Staged Trees Manuele Leonelli, Gherardo Varando

PGM 2022 Highly Efficient Structural Learning of Sparse Staged Trees Manuele Leonelli, Gherardo Varando

PGM 2022 You Only Derive Once (YODO): Automatic Differentiation for Efficient Sensitivity Analysis in Bayesian Networks Rafael Ballester-Ripoll, Manuele Leonelli

JMLR 2020 Model-Preserving Sensitivity Analysis for Families of Gaussian Distributions Christiane Görgen, Manuele Leonelli