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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information on professor
ProfessorGuglielmi Alessandra
QualificationFull professor full time
Belonging DepartmentDipartimento di Matematica
Scientific-Disciplinary SectorSECS-S/01 - Statistics
Curriculum VitaeDownload CV (150.72Kb - 28/07/2021)
OrcIDhttps://orcid.org/0000-0001-7005-7588

Contacts
Professor's office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
Matematica--224MondayFrom 12:30
To 13:30
4641--Send an email before to confirm the appointment; valid until December 21, 2021, later: arrange a meeting by e-mail.
E-mailalessandra.guglielmi@polimi.it
Professor's personal websitewww1.mate.polimi.it/~guglielmi/

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
Bayesian optimization with machine learning for big data applications in the cloud (Show >>)
Conference proceedings
MALIBOO: When Machine Learning meets Bayesian Optimization (Show >>)
Journal Articles
MCMC computations for Bayesian mixture models using repulsive point processes (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A transdimensional MCMC sampler for spatially dependent mixture models (Show >>)
Anisotropic determinantal point processes and their application in Bayesian mixtures (Show >>)
Spatially dependent mixture models with a random number of components (Show >>)
Journal Articles
Bayesian spatio-temporal modelling and prediction of areal demands for ambulance services. (Show >>)
Clustering Species With Residual Covariance Matrix in Joint Species Distribution Models (Show >>)
Focal electroretinogram and microperimetry testing of photoreceptor-retinal pigment epithelium function in intermediate age-related macular degeneration (Show >>)
Spatially dependent mixture models via the logistic multivariate CAR prior (Show >>)
The semi-hierarchical Dirichlet process and its application to clustering homogeneous distributions (Show >>)


List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Bayesian model to induce dependence between mixtures (Show >>)
Choosing the right tool for the job: a systematic analysis of general purpose MCMC software (Show >>)
Journal Articles
Joint modelling of recurrent events and survival: a Bayesian nonparametric approach (Show >>)


List of publications and reserach products for the year 2019 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
Statistical methods in medicine: application to the study of glaucoma progression (Show >>)
Conference proceedings
A Bayesian model for network flow data: an application to BikeMi trips (Show >>)
Bayesian modeling for large spatio-temporal data: an application to mobile networks (Show >>)
Journal Articles
Bayesian autoregressive frailty models for inference in recurrent events. (Show >>)
Determinantal point process mixtures via spectral density approach (Show >>)
Invited discussion on ``Latent nested nonparametric priors'' by Camerlenghi F., Dunson D. B., Lijoi A., Prunster I. and Rodriguez A., Bayesian Analysis (Show >>)


List of publications and reserach products for the year 2018 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Bayesian nonparametric covariate driven clustering (Show >>)
Journal Articles
A semiparametric Bayesian joint model for multiple mixed-type outcomes: an application to acute myocardial infarction (Show >>)
manifesti v. 3.5.2 / 3.5.2
Area Servizi ICT
08/12/2022