Workshop on Complex Graphical Models for Biological Network Science

Francesco C. Stingo, Alberto Roverato, Guido Consonni, Luigi Augugliaro

Date
Sep 4, 2024 9:00 AM
Event
Workshop on Complex Graphical Models for Biological Network Science
Location
Department of Statistical Sciences, University of Padova
Via Cesare Battisti, 241, PADUA, IT 35121

Outline

This workshop focuses on the development of novel principled statistical tools for the analysis of complex networks under non-standard experimental setups.

Program

Speaker Affiliation Title Coauthors
09:15 - 09:30 Francesco C. Stingo UniFI Welcome Speech
09:30 - 10:00 Guido Consonni Unicatt Bayesian sample size determination for causal discovery F. Castelletti
10.00 - 10:30 Veronica Vinciotti UniTN Causal glms within a graphical modelling framework A. Polinelli, E. Wit
10:30 - 11:00 Antonino Abbruzzo UniPA MCMC sampling for Bayesian Gaussian structural learning N. Argentino, R. Mohammadi, M. De Iorio, W. van den Boom, A. Beskos
11:00 - 11:30 COFFEE BREAK
11:30 - 12:00 Monia Lupparelli UniFI Path-dependent parametric decompositions in Ising models G.M Marchetti
12:00 - 12:30 Federico Castelletti Unicatt Bayesian nonparametric mixtures of directed acyclic graphs for heterogeneous causal inference L. Ferrini
12:30 - 14:30 LUNCH/Poster
13:30 - 14:30 Poster Session
14:30 - 14:50 Gianluca Sottile UniPA Sparse inference of the multiple conditional Gaussian graphical model from heterogeneous and partially observed data L. Augugliaro, V. Vinciotti, W. Arancio, C. Coronnello
14:50 - 15:10 Saverio Ranciati UniPD Learning Gaussian graphical models for paired data with the pdglasso A. Roverato
15:10 - 15:30 Claudio Busatto UniFI Multiple graphical models with horseshoe F.C. Stingo
15:30 - 16:00 COFFEE BREAK
16:00 - 18:00 ROUND TABLES

Venue

The Department of Statistical Sciences is located in Via Cesare Battisti, 241 in Padua, and it is housed in the seventeenth-century Complex of Santa Caterina.

How to reach the venue

From Venice Airport “Marco Polo”

Right outside the airport, you can catch a bus that will take you to the train and bus station of Padua in Piazzale Stazione.

From the train (and bus) station

Santa Caterina Campus is within walking distance from the train and bus station of Padua. Alternatively, you can use the public transport; from the train station, you might want to take Tram line towards Capolinea Sud. Get off at the stop Riviera Ponti Romani, cross the street, take Via Cesare Battisti and continue until you see the numbers 241/243 (on your left).

From the highway

We recommend taking the exit Padova Ovest, parking at the P1 (ex-Canova) car park located in Via Sarpi, and taking the tram from the train station. For other possibilities, please visit the car parking information page of the City of Padua.

Accomodation

Workshop
Francesco C. Stingo
Francesco C. Stingo
Full Professor
Alberto Roverato
Alberto Roverato
Full Professor
Guido Consonni
Guido Consonni
Full Professor
Luigi Augugliaro
Luigi Augugliaro
Full Professor

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