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Botond Szabo
Full Professor, Decision Sciences, Bocconi University
Joined
November 2022
Names
Botond Szabo
(Preferred)
,
Botond Tibor Szabo
Emails
****@unibocconi.it
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Full Professor
Decision Sciences,
Bocconi University
(unibocconi.it)
2025
–
Present
Advisors, Relations & Conflicts
PhD Advisee
Sara Pinciroli
2025
–
2028
Postdoc Advisee
Omar Kassi
2026
–
2026
Postdoc Advisee
Thibault Christophe RANDRIANARISOA
2022
–
2024
Postdoc Advisee
Bernhard Stankewitz
2022
–
2024
PhD Advisee
Lasse Vuursteen
2019
–
2023
Postdoc Advisor
Judith Rousseau
2014
–
2014
PhD Advisor
Aad van der Vaart
2010
–
2014
PhD Advisor
Harry van Zanten
2010
–
2014
Expertise
Bayesian nonparametrics
Present
Gaussian Processes
Present
federated learning
Present
Publications
Skew-symmetric approximations of posterior distributions
Francesco Pozza
,
Daniele Durante
,
Botond Szabo
Journal of the Royal Statistical Society Series B: Statistical Methodology
Readers:
Everyone
View selection in multi-view stacking: choosing the meta-learner
Wouter van Loon
,
Marjolein Fokkema
,
Botond Szabó
,
Mark de Rooij
Adv. Data Anal. Classif. 2025
Readers:
Everyone
Contraction rates for conjugate gradient and Lanczos approximate posteriors in Gaussian process regression
Bernhard Stankewitz
,
Botond Szabó
CoRR 2024
Readers:
Everyone
Optimal testing using combined test statistics across independent studies
Lasse Vuursteen
,
Botond Szabo
,
Aad van der Vaart
,
Harry van Zanten
NeurIPS 2023 poster
Readers:
Everyone
Variational Gaussian processes for linear inverse problems
Thibault Christophe RANDRIANARISOA
,
Botond Szabo
NeurIPS 2023 poster
Readers:
Everyone
Variational Gaussian processes for linear inverse problems
Thibault Randrianarisoa
,
Botond Szabó
NeurIPS 2023
Readers:
Everyone
Optimal testing using combined test statistics across independent studies
Lasse Vuursteen
,
Botond Szabó
,
Aad van der Vaart
,
Harry van Zanten
NeurIPS 2023
Readers:
Everyone
Contraction rates for sparse variational approximations in Gaussian process regression
Dennis Nieman
,
Botond Szabó
,
Harry van Zanten
J. Mach. Learn. Res. 2022
Readers:
Everyone
Optimal Distributed Composite Testing in High-Dimensional Gaussian Models With 1-Bit Communication
Botond Szabó
,
Lasse Vuursteen
,
Harry van Zanten
IEEE Trans. Inf. Theory 2022
Readers:
Everyone
Analyzing hierarchical multi-view MRI data with StaPLR: An application to Alzheimer's disease classification
Wouter van Loon
,
Frank de Vos
,
Marjolein Fokkema
,
Botond Szabó
,
Marisa Koini
,
Reinhold Schmidt
,
Mark de Rooij
CoRR 2021
Readers:
Everyone
View all 17 publications
Co-Authors
Aad van der Vaart
Amine Hadji
Bernhard Stankewitz
Daniele Durante
Dennis Nieman
Francesco Pozza
Frank de Vos
Gabriel Clara
Harry van Zanten
Kolyan Ray
Lasse Vuursteen
Marisa Koini
Marjolein Fokkema
Mark de Rooij
Reinhold Schmidt
Thibault Christophe RANDRIANARISOA
Thibault Randrianarisoa
Wouter van Loon