Catalano, Marta
A Note on the Dependence Structure of Hierarchical Completely Random Measures
2023 Catalano, Marta; Del Sole, Claudio
A Unified Approach to Hierarchical Random Measures
2024 Catalano, Marta; Del Sole, Claudio; Lijoi, Antonio; Pruenster, Igor
A Wasserstein Index of Dependence for Random Measures
2024 Catalano, Marta; Lavenant, Hugo; Lijoi, Antonio; Pruenster, Igor
Approximation of Bayesian models for time-to-event data
2020 Catalano, Marta; Lijoi, Antonio; Pruenster, Igor
Bayesian model comparison based on Wasserstein distances
2019 Catalano, Marta; Lijoi, Antonio; Pruenster, Igor
Bayesian modeling via discrete nonparametric priors
2023 Catalano, Marta; Lijoi, Antonio; Pruenster, Igor; Rigon, Tommaso
Hierarchical Integral Probability Metrics: A distance on random probability measures with low sample complexity
2024 Catalano, Marta; Lavenant, Hugo
Invited discussion [to "Giordano, R., Liu, R., Jordan, M.I., Broderick, T. Evaluating Sensitivity to the Stick-Breaking Prior in Bayesian Nonparametrics (with Discussion). Bayesian Analysis. 2023;18(1):287"]
2023 Ascolani, Filippo; Catalano, Marta; Pruenster, Igor
Marta Catalano, Augusto Fasano, and Giovanni Rebaudo’s contribution to the discussion of ‘Martingale posterior distributions’ by Fong, Holmes and Walker
2023 Catalano, Marta; Fasano, Augusto; Rebaudo, Giovanni
Marta Catalano, Augusto Fasano, Matteo Giordano, and Giovanni Rebaudo’s contribution to the Discussion of ‘Root and community inference on the latent growth process of a network’ by Crane and Xu
2024 Catalano, Marta; Fasano, Augusto; Giordano, Matteo; Rebaudo, Giovanni
Measuring dependence in the Wasserstein distance for Bayesian nonparametric models
2021 Catalano, Marta; Lijoi, Antonio; Pruenster, Igor
Posterior asymptotics for boosted Hierarchical Dirichlet Process mixtures
2022 Catalano, Marta; De Blasi, Pierpaolo; Lijoi, Antonio; Pruenster, Igor
Transport distances on random vectors of measures: recent advances in Bayesian nonparametrics
2021 Catalano, Marta; Lijoi, Antonio; Pruenster, Igor
Wasserstein distance and applications to Bayesian nonparametrics
2022 Catalano, Marta; Lavevant, Hugo; Lijoi, Antonio; Pruenster, Igor