Alessandra Guglielmi

According to our database, Alessandra Guglielmi authored at least 11 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Discrete Bayesian Optimization via Machine Learning.

Roberto Sala, Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi

Perform. Evaluation, 2025

BayesMix: Bayesian Mixture Models in <i>C++</i>.

Mario Beraha, Bruno Guindani, Matteo Gianella, Alessandra Guglielmi

J. Stat. Softw., 2025

2024

Integrating Bayesian Optimization and Machine Learning for the Optimal Configuration of Cloud Systems.

Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi, Roberto Rocco, Gianluca Palermo

IEEE Trans. Cloud Comput., 2024

PAK-MAN: Enhancing Parallel Bayesian Optimization of Cloud and HPC Systems via Machine Learning.

Leonardo Barone, Bruno Guindani, Roberto Sala, Davide Gadioli, Danilo Ardagna, Alessandra Guglielmi

Proceedings of the Performance Evaluation Methodologies and Tools, 2024

d-MALIBOO: a Bayesian Optimization framework for dealing with Discrete Variables.

Roberto Sala, Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi

Proceedings of the 32nd International Conference on Modeling, 2024

2022

MCMC Computations for Bayesian Mixture Models Using Repulsive Point Processes.

Mario Beraha, Raffaele Argiento, Jesper Møller, Alessandra Guglielmi

J. Comput. Graph. Stat., January, 2022

MALIBOO: When Machine Learning meets Bayesian Optimization.

Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi

Proceedings of the 7th IEEE International Conference on Smart Cloud, SmartCloud 2022, 2022

2018

A semiparametric Bayesian joint model for multiple mixed-type outcomes: an application to acute myocardial infarction.

Alessandra Guglielmi, Francesca Ieva, Anna Maria Paganoni, Fernando A. Quintana

Adv. Data Anal. Classif., 2018

2016

A blocked Gibbs sampler for NGG-mixture models via a priori truncation.

Raffaele Argiento, Ilaria Bianchini, Alessandra Guglielmi

Stat. Comput., 2016

2013

Hospital Clustering in the Treatment of Acute Myocardial Infarction Patients Via a Bayesian Semiparametric Approach.

Alessandra Guglielmi, Francesca Ieva, Anna Maria Paganoni, Fabrizio Ruggeri

Proceedings of the Statistical Models for Data Analysis, 2013

2010

Bayesian density estimation and model selection using nonparametric hierarchical mixtures.

Raffaele Argiento, Alessandra Guglielmi, Antonio Pievatolo

Comput. Stat. Data Anal., 2010