Mario Beraha

12 papers A* 1B 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
BayesMix: Bayesian Mixture Models in
J. Stat. Softw.
Mario Beraha, Bruno Guindani, Matteo Gianella, Alessandra Guglielmi
2025 J jnl
MCMC for Bayesian Nonparametric Mixture Modeling Under Differential Privacy.
J. Comput. Graph. Stat.
Mario Beraha, Stefano Favaro, Vinayak Rao
2024 J jnl
A Nonparametric Bayes Approach to Online Activity Prediction.
CoRR
Mario Beraha, Lorenzo Masoero, Stefano Favaro, Thomas S. Richardson
2024 J jnl
Improved prediction of future user activity in online A/B testing.
CoRR
Lorenzo Masoero, Mario Beraha, Thomas S. Richardson, Stefano Favaro
2024 J jnl
Random measure priors in Bayesian recovery from sketches.
J. Mach. Learn. Res.
Mario Beraha, Stefano Favaro, Matteo Sesia
2024 J jnl
Wasserstein principal component analysis for circular measures.
Stat. Comput.
Mario Beraha, Matteo Pegoraro
2023 J jnl
Frequency and cardinality recovery from sketched data: a novel approach bridging Bayesian and frequentist views.
CoRR
Mario Beraha, Stefano Favaro, Matteo Sesia
2022 J jnl
MCMC Computations for Bayesian Mixture Models Using Repulsive Point Processes.
J. Comput. Graph. Stat.
Mario Beraha, Raffaele Argiento, Jesper Møller, Alessandra Guglielmi
2022 J jnl
Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein Metric.
J. Mach. Learn. Res.
Matteo Pegoraro, Mario Beraha
2021 A* conf
Fast PCA in 1-D Wasserstein Spaces via B-splines Representation and Metric Projection.
AAAI
Matteo Pegoraro, Mario Beraha
2019 B conf
Feature Selection via Mutual Information: New Theoretical Insights.
IJCNN
Mario Beraha, Alberto Maria Metelli, Matteo Papini, Andrea Tirinzoni, Marcello Restelli
2019 J jnl
Feature Selection via Mutual Information: New Theoretical Insights.
CoRR
Mario Beraha, Alberto Maria Metelli, Matteo Papini, Andrea Tirinzoni, Marcello Restelli