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Fernando Perez-Cruz
Principal Researcher, MED, Bank for International Settlements
Assistant Professor, Computer Science, ETHZ - ETH Zurich
Joined
October 2017
Names
Fernando Perez-Cruz
(Preferred)
,
Fernando Pérez-Cruz
Emails
****@sdsc.ethz.ch
(Confirmed)
,
****@tsc.uc3m.es
(Confirmed)
,
****@gatsby.ucl.ac.uk
(Confirmed)
,
****@bis.org
(Confirmed)
,
****@inf.ethz.ch
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Principal Researcher
MED,
Bank for International Settlements
(bis.org)
2024
–
Present
Assistant Professor
Computer Science,
ETHZ - ETH Zurich
(ethz.ch)
2021
–
Present
Chief Data Scientist
Swiss Data Science Center,
Swiss Federal Institute of Technology
(ethz.ch)
2017
–
2024
Advisors, Relations & Conflicts
PhD Advisor
Antonio Artes
1996
–
2000
Expertise
Bayesian modeling
2005
–
2023
kernel methods
1997
–
2023
Publications
Bayesian Surrogates for Risk-Aware Pre-Assessment of Aging Bridge Portfolios
Sophia V. Kuhn
,
Rafael Bischof
,
Marius Weber
,
Antoine Binggeli
,
Michael Kraus
,
Walter Kaufmann
,
Fernando Perez-Cruz
NeurIPS 2025 Workshop MLxOR
Readers:
Everyone
Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation
Simon Dirmeier
,
Carlo Albert
,
Fernando Perez-Cruz
UAI 2025 Poster
Readers:
Everyone
FedComm: Federated Learning as a Medium for Covert Communication
Dorjan Hitaj
,
Giulio Pagnotta
,
Briland Hitaj
,
Fernando Pérez-Cruz
,
Luigi V. Mancini
IEEE Trans. Dependable Secur. Comput. 2024
Readers:
Everyone
Do You Trust Your Model? Emerging Malware Threats in the Deep Learning Ecosystem
Dorjan Hitaj
,
Giulio Pagnotta
,
Fabio De Gaspari
,
Sediola Ruko
,
Briland Hitaj
,
Luigi V. Mancini
,
Fernando Pérez-Cruz
CoRR 2024
Readers:
Everyone
Counterfactual Explanations for Deep Learning-Based Traffic Forecasting
Rushan Wang
,
Yanan Xin
,
Yatao Zhang
,
Fernando Pérez-Cruz
,
Martin Raubal
CoRR 2024
Readers:
Everyone
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification
Markus Marks
,
Manuel Knott
,
Neehar Kondapaneni
,
Elijah Cole
,
Thijs Defraeye
,
Fernando Pérez-Cruz
,
Pietro Perona
CoRR 2024
Readers:
Everyone
Synthetic location trajectory generation using categorical diffusion models
Simon Dirmeier
,
Ye Hong
,
Fernando Pérez-Cruz
CoRR 2024
Readers:
Everyone
Signal domain adaptation network for limited-view optoacoustic tomography
Anna Klimovskaia Susmelj
,
Berkan Lafci
,
Firat Ozdemir
,
Neda Davoudi
,
Xosé-Luís Dean-Ben
,
Fernando Pérez-Cruz
,
Daniel Razansky
Medical Image Anal. 2024
Readers:
Everyone
Enhancing diversity in GANs via non-uniform sampling
Pablo Sánchez-Martín
,
Pablo M. Olmos
,
Fernando Pérez-Cruz
Inf. Sci. 2023
Readers:
Everyone
Learning Summary Statistics for Bayesian Inference with Autoencoders
Carlo Albert
,
Simone Ulzega
,
Firat Ozdemir
,
Fernando Perez-Cruz
,
Antonietta Mira
12 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
View all 173 publications
Co-Authors
A. Robert Calderbank
Achilleas Xydis
Adriano Pastore
Aidan Boran
Albert Bifet
Alessandro Degano
Andreas Adelmann
Andreas Wicki
André Elisseeff
Anna Klimovskaia
Anna Klimovskaia Susmelj
Anne Bonnin
Antoine Binggeli
Antonietta Mira
Antonio Artés
Antonio Artés-Rodríguez
Aníbal R. Figueiras-Vidal
Artur Safin
Ascensión Gallardo-Antolín
Aurora Cobo Aguilera
Berkan Lafci
Bernhard Schölkopf
Briland Hitaj
Camilo G. Taborda
Carl Remlinger
View all 204 co-authors