OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Emmanuel Baccelli
Associate Professor, Freie Universität Berlin
Principal Researcher, INRIA
Joined
November 2024
Names
Emmanuel Baccelli
(Preferred)
,
Emmanel Baccelli
Emails
****@inria.fr
(Confirmed)
,
****@fu-berlin.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Associate Professor
Freie Universität Berlin
(fu-berlin.de)
2019
–
Present
Principal Researcher
INRIA
(inria.fr)
2007
–
Present
Advisors, Relations & Conflicts
PhD Advisee
Zhaolan Huang
2022
–
Present
Expertise
TinyML
2023
–
Present
Cybersecurity
2019
–
Present
Internet of Things
2013
–
Present
Embedded Software
2012
–
Present
Wireless Communication Protocols
2003
–
Present
Publications
msf-CNN: Patch-based Multi-Stage Fusion with Convolutional Neural Networks for TinyML
Zhaolan Huang
,
Emmanuel Baccelli
NeurIPS 2025 poster
Readers:
Everyone
RIOT-ML: toolkit for over-the-air secure updates and performance evaluation of TinyML models
Zhaolan Huang
,
Koen Zandberg
,
Kaspar Schleiser
,
Emmanuel Baccelli
Ann. des Télécommunications 2025
Readers:
Everyone
msf-CNN: Multi-Stage Fusion with Convolutional Neural Networks for TinyML
Zhaolan Huang
,
Emmanel Baccelli
Submitted to ICML 2025
Readers:
Everyone
TinyChirp: Bird Song Recognition Using TinyML Models on Low-power Wireless Acoustic Sensors
Zhaolan Huang
,
Adrien Tousnakhoff
,
Polina Kozyr
,
Roman Rehausen
,
F. Bießmann
,
Robert Lachlan
,
Cédric Adjih
,
Emmanuel Baccelli
IS2 2024
Readers:
Everyone
Model CBOR Serialization for Federated Learning
Koen Zandberg
,
Mayank Gulati
,
Gerhard Wunder
,
Emmanuel Baccelli
CoRR 2024
Readers:
Everyone
TDMiL: Tiny Distributed Machine Learning for Microcontroller-Based Interconnected Devices
Mayank Gulati
,
Koen Zandberg
,
Zhaolan Huang
,
Gerhard Wunder
,
Cédric Adjih
,
Emmanuel Baccelli
IEEE Access 2024
Readers:
Everyone
TinyChirp: Bird Song Recognition Using TinyML Models on Low-power Wireless Acoustic Sensors
Zhaolan Huang
,
Adrien Tousnakhoff
,
Polina Kozyr
,
Roman Rehausen
,
Felix Bießmann
,
Robert Lachlan
,
Cédric Adjih
,
Emmanuel Baccelli
CoRR 2024
Readers:
Everyone
U-TOE: Universal TinyML On-Board Evaluation Toolkit for Low-Power IoT
Zhaolan Huang
,
Koen Zandberg
,
Kaspar Schleiser
,
Emmanuel Baccelli
PEMWN 2023
Readers:
Everyone
On-Device Evaluation Toolkit for Machine Learning on Heterogeneous Low-Power System-on-Chip
Zhaolan Huang
,
Koen Zandberg
,
Kaspar Schleiser
,
Emmanuel Baccelli
CoRR 2023
Readers:
Everyone
PEPPER: Precise Privacy-Preserving Contact Tracing with Cheap, BLE/UWB Capable Tokens
François-Xavier Molina
,
Vincent Roca
,
Roudy Dagher
,
Emmanuel Baccelli
,
Nathalie Mitton
,
Antoine Boutet
,
Mathieu Cunche
WoWMoM 2023
Readers:
Everyone
View all 90 publications
Co-Authors
Adam Wolisz
Adrian Herrmann
Adrien Tousnakhoff
Agnès Voisard
Aimilia Tasidou
Alexandra Börner
Alexandra Danilkina
Alexandre Abadie
Aline Carneiro Viana
Aman Shaikh
Anders Brandt
Andreas Morgenstern
Andrzej Szwabe
Antoine Boutet
Arjan Durresi
Benjamin Smith
Berit Greinke
Bernard Mans
Branka Stojanovic
Cenk Gündogan
Christian Mehlis
Christopher Verworner
Claas Krause
Cédric Adjih
Dang-Quan Nguyen
View all 128 co-authors