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Manuele Leonelli
Manuele Leonelli
School of Science and Technology, IE University
Verified email at ie.edu - Homepage
Title
Cited by
Cited by
Year
Sensitivity analysis in multilinear probabilistic models
M Leonelli, C Görgen, JQ Smith
Information Sciences 411, 84-97, 2017
32*2017
Bayesian decision support for complex systems with many distributed experts
M Leonelli, JQ Smith
Annals of Operations Research 235 (1), 517-542, 2015
272015
The R package stagedtrees for structural learning of stratified staged trees
F Carli, M Leonelli, E Riccomagno, G Varando
Journal of Statistical Software 102 (6), 1--30, 2022
242022
A differential approach for staged trees
C Görgen, M Leonelli, JQ Smith
ECSQARU2015, 346-355, 2015
202015
Coherent frameworks for statistical inference serving integrating decision support systems
JQ Smith, MJ Barons, M Leonelli
arXiv preprint arXiv:1507.07394, 2015
19*2015
Sensitivity analysis beyond linearity
M Leonelli
International Journal of Approximate Reasoning 113, 106-118, 2019
182019
A geometric characterization of sensitivity analysis in monomial models
M Leonelli, E Riccomagno
International Journal of Approximate Reasoning 151, 64--84, 2022
132022
Using graphical models and multi-attribute utility theory for probabilistic uncertainty handling in large systems, with application to the nuclear emergency management
M Leonelli, JQ Smith
Data Engineering Workshops (ICDEW), 2013 IEEE 29th International Conference …, 2013
132013
Context-specific causal discovery for categorical data using staged trees
M Leonelli, G Varando
International conference on artificial intelligence and statistics, 8871-8888, 2023
112023
Highly efficient structural learning of sparse staged trees
M Leonelli, G Varando
International Conference on Probabilistic Graphical Models, 193--204, 2022
112022
The curved exponential family of a staged tree
C Görgen, M Leonelli, O Marigliano
Electronic Journal of Statistics 16 (1), 2607--2620, 2022
112022
Coherent combination of probabilistic outputs for group decision making: An algebraic approach
M Leonelli, E Riccomagno, JQ Smith
OR Spectrum 42, 499-528, 2020
10*2020
Decision focused inference on networked probabilistic systems: With applications to food security
JQ Smith, MJ Barons, M Leonelli
Joint Statistical Meeting 2015, 3220-3233, 2015
102015
Staged trees and asymmetry-labeled DAGs
G Varando, F Carli, M Leonelli
Metrika, 1-28, 2024
92024
Computing Sobol indices in probabilistic graphical models
R Ballester-Ripoll, M Leonelli
Reliability Engineering & System Safety 225, 108573, 2022
92022
Structural learning of simple staged trees
M Leonelli, G Varando
Data Mining and Knowledge Discovery, 1-25, 2024
82024
Dynamic uncertainty handling for coherent decision making in nuclear emergency response
M Leonelli, JQ Smith
Proceedings of the winter meeting of the ANS, 2013
82013
Sensitivity and robustness analysis in Bayesian networks with the bnmonitor R package
M Leonelli, R Ramanathan, RL Wilkerson
Knowledge-Based Systems 278, 110882, 2023
72023
A new class of generative classifiers based on staged tree models
F Carli, M Leonelli, G Varando
Knowledge-Based Systems 268, 110488, 2023
72023
You only derive once (YODO): Automatic differentiation for efficient sensitivity analysis in Bayesian networks
R Ballester-Ripoll, M Leonelli
International Conference on Probabilistic Graphical Models, 169--180, 2022
72022
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