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Guido A Sanguinetti
Full Professor, International Higher School for Advanced Studies Trieste
Full Professor, University of Edinburgh
Joined
May 2023
Names
Guido A Sanguinetti
(Preferred)
,
Guido Sanguinetti
Emails
****@inf.ed.ac.uk
(Confirmed)
,
****@sissa.it
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
Full Professor
International Higher School for Advanced Studies Trieste
(sissa.it)
2020
–
Present
Full Professor
University of Edinburgh
(ed.ac.uk)
2010
–
Present
Full Professor
University of Edinburgh, University of Edinburgh
(ed.ac.uk)
2010
–
2021
Postdoc
University of Sheffield
(sheffield.ac.uk)
2004
–
2010
Lecturer
University of Sheffield
(shef.ac.uk)
2004
–
2010
PhD student
University of Oxford
(ox.ac.uk)
1998
–
2004
Advisors, Relations & Conflicts
No relations added
Expertise
bioinformatics
2004
–
Present
bayesian inference
2004
–
Present
Publications
Cartan Networks: Group theoretical Hyperbolic Deep Learning
Federico Milanesio
,
Matteo Santoro
,
Pietro Giuseppe Fré
,
Guido A Sanguinetti
Submitted to ICLR 2026
Readers:
Everyone
Information-Theoretic Criteria for Knowledge Distillation in Multimodal Learning
Rongrong Xie
,
Yizhou Xu
,
Guido A Sanguinetti
Submitted to ICLR 2026
Readers:
Everyone
On the Robustness of Bayesian Neural Networks to Adversarial Attacks
Luca Bortolussi
,
Ginevra Carbone
,
Luca Laurenti
,
Andrea Patane
,
Guido Sanguinetti
,
Matthew Wicker
IEEE Trans. Neural Networks Learn. Syst. 2025
Readers:
Everyone
Attacks on Online Learners: a Teacher-Student Analysis
Riccardo Giuseppe Margiotta
,
Sebastian Goldt
,
Guido Sanguinetti
NeurIPS 2023 poster
Readers:
Everyone
Quantifying lottery tickets under label noise: accuracy, calibration, and complexity
Viplove Arora
,
Daniele Irto
,
Sebastian Goldt
,
Guido Sanguinetti
Published: 08 May 2023, Last Modified: 22 Jun 2025
UAI 2023
Readers:
Everyone
Quantifying lottery tickets under label noise: accuracy, calibration, and complexity
Viplove Arora
,
Daniele Irto
,
Sebastian Goldt
,
Guido Sanguinetti
UAI 2023
Readers:
Everyone
Attacks on Online Learners: a Teacher-Student Analysis
Riccardo Giuseppe Margiotta
,
Sebastian Goldt
,
Guido Sanguinetti
NeurIPS 2023
Readers:
Everyone
Attacks on Online Learners: a Teacher-Student Analysis
Riccardo Giuseppe Margiotta
,
Sebastian Goldt
,
Guido Sanguinetti
Published: 01 Jan 2023, Last Modified: 25 Sept 2023
CoRR 2023
Readers:
Everyone
Bayesian Learning of Effective Chemical Master Equations in Crowded Intracellular Conditions
Svitlana Braichenko
,
Ramon Grima
,
Guido Sanguinetti
CMSB 2022
Readers:
Everyone
View all 101 publications
Co-Authors
Alida Palmisano
Allan Clark
Anaid Flesken
Anastasis Georgoulas
Andrea Ocone
Andrea Patane
Andrea Patané
Andrea Sottoriva
Andreas Ruttor
Andrew J. Millar
Andrew Zammit-Mangion
Ankit Gupta
Botond Cseke
Catalina A. Vallejos
Chantriolnt-Andreas Kapourani
Christos Maniatis
Corrado Priami
Cédric Archambeau
Daniel Trejo-Baños
Daniele Irto
Daniele Ramazzotti
David Safránek
David Schnoerr
Dimitrios Milios
Ezio Bartocci
View all 81 co-authors