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Jonathan Passerat-Palmbach
Researcher, Flashbots
Researcher, Imperial College London
Joined
February 2019
Names
Jonathan Passerat-Palmbach
(Preferred)
,
Jonathan Passerat-palmbach
Emails
****@imperial.ac.uk
(Confirmed)
,
****@consensyshealth.com
(Confirmed)
,
****@imperial.ac.uk
(Confirmed)
,
****@flashbots.net
(Confirmed)
,
****@jopasser.at
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Researcher
Flashbots
(flashbots.net)
2022
–
Present
Researcher
Imperial College London
(imperial.ac.uk)
2014
–
Present
Researcher
ConsenSys Health
(consensyshealth.com)
2020
–
2022
Researcher
Consensus Systems
(consensys.net)
2018
–
2020
PhD student
Blaise Pascal University, France
(univ-bpclermont.fr)
2010
–
2013
Advisors, Relations & Conflicts
PhD Advisee
Vasilis Siomos
2020
–
Present
PhD Advisee
Dmitrii Usynin
2019
–
Present
Coauthor
Giacomo Tarroni
2016
–
Present
Coauthor
Georgios Kaissis
2020
–
2022
Postdoc Advisor
Daniel Rueckert
2014
–
2022
Coauthor
Andrew Trask
2018
–
2021
Coauthor
Amir Alansary
2016
–
2021
PhD Advisee
Theo Ryffel
2018
–
2019
Coauthor
Ozan Oktay
2016
–
2017
Coauthor
Wenjia Bai
2016
–
2017
Coauthor
Franklin Schrans
2016
–
2016
Coauthor
Alice Davidson
2016
–
2016
Coauthor
Giacomo Tarroni
2016
–
2016
Coauthor
Sofia Ira Ktena
2016
–
2016
Coauthor
Sarah Parisot
2015
–
2016
Coauthor
Lisa m. Koch
2015
–
2016
Coauthor
Martin Rajchl
2015
–
2016
Coauthor
Paul Aljabar
2015
–
2016
Coauthor
Martin Rajchl
2015
–
2016
Coauthor
Salim Arslan
2015
–
2016
Expertise
Maximal Extractable Value
2023
–
Present
Fully Homomorphic Encryption
2022
–
Present
Trusted Execution Environments
2020
–
Present
Federated Learning
2018
–
Present
Secure Computing
2018
–
Present
Privacy Enhancing Technologies
2018
–
Present
Privacy Preserving Machine Learning
2017
–
Present
Publications
Looking Beyond Aggregation for Medical Federated Learning: From Analysis to Novel Architecture Design
Vasilis Siomos
,
Nils Hallerfelt
,
Jonathan Passerat-Palmbach
,
Giacomo Tarroni
EurIPS 2025 Workshop MedEurIPS Submission
Readers:
Everyone
An Architecture Built for Federated Learning: Addressing Data Heterogeneity through Adaptive Normalization-Free Feature Recalibration
Vasilis Siomos
,
Jonathan Passerat-Palmbach
,
Giacomo Tarroni
Accepted by TMLR
Readers:
Everyone
An Architecture Built for Federated Learning: Addressing Data Heterogeneity through Adaptive Normalization-Free Feature Recalibration
Vasilis Siomos
,
Jonathan Passerat-Palmbach
,
Giacomo Tarroni
Submitted to ICML 2025
Readers:
Everyone
ARIA: On the Interaction Between Architectures, Initialization and Aggregation Methods for Federated Visual Classification
Vasilis Siomos
,
Sergio Naval Marimont
,
Jonathan Passerat-Palmbach
,
Giacomo Tarroni
2024 IEEE International Symposium on Biomedical Imaging (ISBI)
Readers:
Everyone
Addressing Data Heterogeneity In Federated Learning With Adaptive Normalization-Free Feature Recalibration
Vasilis Siomos
,
Sergio Naval Marimont
,
Jonathan Passerat-Palmbach
,
Giacomo Tarroni
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Cooperative AI via Decentralized Commitment Devices
Xinyuan Sun
,
Davide Crapis
,
Matt Stephenson
,
Jonathan Passerat-Palmbach
MASEC@NeurIPS'23 Oral
Readers:
Everyone
Multi-Atlas Segmentation Using Partially Annotated Data: Methods and Annotation Strategies.
Lisa M. Koch
,
Martin Rajchl
,
Wenjia Bai
,
Christian F. Baumgartner
,
Tong Tong
,
Jonathan Passerat-Palmbach
,
Paul Aljabar
,
Daniel Rueckert
2018 (modified: 30 Sept 2024)
IEEE Trans. Pattern Anal. Mach. Intell.2018
Readers:
Everyone
Co-Authors
Christian F. Baumgartner
Daniel Rueckert
Davide Crapis
Giacomo Tarroni
Lisa M. Koch
Martin Rajchl
Matt Stephenson
Nils Hallerfelt
Paul Aljabar
Sergio Naval Marimont
Tong Tong
Vasilis Siomos
Wenjia Bai
Xinyuan Sun