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Anne-Marie Kermarrec
Full Professor, School of Computer and Communication Sciences, EPFL - EPF Lausanne
Joined
July 2022
Names
Anne-Marie Kermarrec
(Preferred)
,
Anne-marie Kermarrec
Emails
****@epfl.ch
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Wikipedia
Career & Education History
Full Professor
School of Computer and Communication Sciences, EPFL - EPF Lausanne
(ic.epfl.ch)
2020
–
Present
Principal Researcher
INRIA
(inria.fr)
2004
–
2019
Researcher
Research, Microsoft
(research.microsoft.com)
2000
–
2004
Advisors, Relations & Conflicts
No relations added
Expertise
Distributed systems
Present
Distributed Machine Learning
Present
Systems for machine learning
Present
System privacy and security
Present
Publications
Robust Federated Inference
Akash Dhasade
,
Sadegh Farhadkhani
,
Rachid Guerraoui
,
Nirupam Gupta
,
Maxime Jacovella
,
Anne-Marie Kermarrec
,
Rafael Pinot
ICLR 2026 Poster
Readers:
Everyone
Navigating the Accuracy-Size Trade-Off with Flexible Model Merging
Akash Dhasade
,
Divyansh Jhunjhunwala
,
Milos Vujasinovic
,
Gauri Joshi
,
Anne-Marie Kermarrec
ICLR 2026 Poster
Readers:
Everyone
Robust ML Auditing using Prior Knowledge
Jade Garcia Bourrée
,
Augustin Godinot
,
Martijn De Vos
,
Milos Vujasinovic
,
Sayan Biswas
,
Gilles Tredan
,
Erwan Le Merrer
,
Anne-Marie Kermarrec
ICML 2025 Workshop TAIG Poster
Readers:
Everyone
Robust ML Auditing using Prior Knowledge
Jade Garcia Bourrée
,
Augustin Godinot
,
Sayan Biswas
,
Anne-Marie Kermarrec
,
Erwan Le Merrer
,
Gilles Tredan
,
Martijn de Vos
,
Milos Vujasinovic
ICML 2025 spotlightposter
Readers:
Everyone
Boosting Asynchronous Decentralized Learning with Model Fragmentation
Sayan Biswas
,
Anne-Marie Kermarrec
,
Alexis Marouani
,
Rafael Pires
,
Rishi Sharma
,
Martijn De Vos
WWW 2025 Oral
Readers:
Everyone
Revisiting Ensembling in One-Shot Federated Learning
Youssef Allouah
,
Akash Dhasade
,
Rachid Guerraoui
,
Nirupam Gupta
,
Anne-Marie Kermarrec
,
Rafael Pinot
,
Rafael Pires
,
Rishi Sharma
NeurIPS 2024 poster
Readers:
Everyone
On the Effectiveness of One-Shot Federated Ensembles in Heterogeneous Cross-Silo Settings
Youssef Allouah
,
Akash Dhasade
,
Rachid Guerraoui
,
Nirupam Gupta
,
Anne-marie Kermarrec
,
Rafael Pinot
,
Rafael Pires
,
Rishi Sharma
Submitted to ICLR 2024
Readers:
Everyone
QuickDrop: Efficient Federated Unlearning by Integrated Dataset Distillation
Akash Dhasade
,
Yaohong Ding
,
Song Guo
,
Anne-marie Kermarrec
,
Martijn De Vos
,
Leijie WU
Submitted to ICLR 2024
Readers:
Everyone
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication
Martijn De Vos
,
Sadegh Farhadkhani
,
Rachid Guerraoui
,
Anne-marie Kermarrec
,
Rafael Pires
,
Rishi Sharma
NeurIPS 2023 poster
Readers:
Everyone
Refined Convergence and Topology Learning for Decentralized Optimization with Heterogeneous Data
Batiste Le bars
,
Aurélien Bellet
,
Marc Tommasi
,
Erick Lavoie
,
Anne-marie Kermarrec
Published: 21 Oct 2022, Last Modified: 05 May 2023
FL-NeurIPS 2022 Poster
Readers:
Everyone
Co-Authors
Akash Dhasade
Alexis Marouani
Augustin Godinot
Aurélien Bellet
Batiste Le bars
Divyansh Jhunjhunwala
Erick Lavoie
Erwan Le Merrer
Gauri Joshi
Gilles Tredan
Jade Garcia Bourrée
Leijie WU
Marc Tommasi
Martijn De Vos
Martijn de Vos
Maxime Jacovella
Milos Vujasinovic
Nirupam Gupta
Rachid Guerraoui
Rafael Pinot
Rafael Pires
Rishi Sharma
Sadegh Farhadkhani
Sayan Biswas
Song Guo
View all 27 co-authors