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Laure Berti-Equille
Principal Researcher, IRD - Institute of Research for Sustainable Development, France
Joined
June 2020
Names
Laure Berti-Equille
(Preferred)
,
Laure Berti-Équille
,
Laure Berti
Emails
****@ird.fr
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Principal Researcher
IRD - Institute of Research for Sustainable Development, France
(ird.fr)
2011
–
Present
Full Professor
University of Aix-Marseille, France
(univ-amu.fr)
2017
–
2018
Researcher
QCRI - Qatar Computing Research Institute, Doha, Qatar
(hbku.qa)
2014
–
2017
Associate Professor
University of Rennes 1, France
(irisa.fr)
2000
–
2010
Advisors, Relations & Conflicts
PhD Advisee
Grigor Bezirganyan
2022
–
Present
Coauthor
Kalyan Veeramachaneni
2022
–
Present
Coauthor
Alfredo Cuesta-Infante
2022
–
Present
Coauthor
Sarah Alnegheimish
2022
–
Present
Coauthor
Lei Chen
2022
–
Present
Coauthor
Alexandra Zytek
2022
–
Present
Coauthor
Sebastien Fournier
2021
–
Present
Coauthor
Sana Sellami
2020
–
Present
Coauthor
Sihem Amer-Yahia
2019
–
Present
PhD Advisee
Robin Jarry
2018
–
Present
Coauthor
Gérard Subsol
2018
–
Present
Coauthor
Marc Chaumont
2018
–
Present
Coauthor
Angela Bonifati
2016
–
Present
Expertise
data integration
Present
data cleaning
Present
multimodal deep learning
Present
anomaly detection
Present
time series processing
Present
computational sustainability
Present
Interpretability
Present
Explainable AI
Present
Frugal AI
Present
Publications
Not every day is a sunny day: Synthetic cloud injection for deep land cover segmentation robustness evaluation across data sources
Sara Mobsite
,
Renaud Hostache
,
Laure Berti-Équille
,
Emmanuel Roux
,
Joris Guérin
CoRR 2025
Readers:
Everyone
LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data
Grigor Bezirganyan
,
Sana Sellami
,
Laure Berti-Équille
,
Sébastien Fournier
SIGIR 2025
Readers:
Everyone
Single Word Change Is All You Need: Using LLMs to Create Synthetic Training Examples for Text Classifiers
Lei Xu
,
Sarah Alnegheimish
,
Laure Berti-Équille
,
Alfredo Cuesta-Infante
,
Kalyan Veeramachaneni
Expert Syst. J. Knowl. Eng. 2025
Readers:
Everyone
Multimodal Learning with Uncertainty Quantification based on Discounted Belief Fusion
Grigor Bezirganyan
,
Sana Sellami
,
Laure Berti-Équille
,
Sébastien Fournier
AISTATS 2025
Readers:
Everyone
EM-SEC: Efficient Multi-head Set-Valued Evidential Classification
Grigor Bezirganyan
,
Sana Sellami
,
Laure Berti-Équille
,
Sébastien Fournier
ECML/PKDD (2) 2025
Readers:
Everyone
Multimodal Learning with Uncertainty Quantification based on Discounted Belief Fusion
Grigor Bezirganyan
,
Sana Sellami
,
Laure Berti-Equille
,
Sébastien Fournier
AISTATS 2025 Poster
Readers:
Everyone
LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data
Grigor Bezirganyan
,
Sana Sellami
,
Laure Berti-Equille
,
Sébastien Fournier
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Creating a computer assisted ICD coding system: Performance metric choice and use of the ICD hierarchy
Quentin Marcou
,
Laure Berti-Equille
,
Noël Novelli
Journal of Biomedical Informatics
Readers:
Everyone
Creating a computer assisted ICD coding system: performance metric choice and use of the ICD hierarchy
Quentin Marcou
,
Laure Berti-Equille
,
Noel Novelli
Crossref
Readers:
Everyone
Large language models can be zero-shot anomaly detectors for time series?
Sarah Alnegheimish
,
Linh Nguyen
,
Laure Berti-Équille
,
Kalyan Veeramachaneni
CoRR 2024
Readers:
Everyone
View all 142 publications
Co-Authors
Abdelkader Baggag
Abdelmadjid Chergui
Abdelouahab Chibah
Abhijit Manatkar
Abolghasem Hamid Asgari
Ahmed K. Elmagarmid
Ahmed Mehaoua
Alexandra Zytek
Alfredo Cuesta-Infante
Amrapali Zaveri
Amélie Marian
Andrea Maurino
Andres Troya-Galvis
Andrés Troya-Galvis
Angela Bonifati
Anicet Kouomou Choupo
Anish Das Sarma
Anita Burgun
Anne Arcade
Annie Morin
Aurélien Personnaz
Bedharta Goswami
Bernd Amann
Boris Rousseau
Carles Sala
View all 170 co-authors