Cécile Capponi
6 papers · 2013–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
kernel methods
(2)
multimodal learning
(2)
binary classification
(1)
stability analysis
(1)
multi-class classification
(1)
multi-view learning
(1)
classification algorithm
(1)
nyström approximation
(1)
confusion matrix
(1)
ensemble method
(1)
generalization guarantee
(1)
interpretable model
(1)
imbalanced data
(1)
small dataset
(1)
event extraction
(1)
regression algorithm
(1)
python library
(1)
multilingual bert
(1)
metric learning
(1)
vector-valued kernel
(1)
Papers
Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data
UAI 2023
Toolbox for Multimodal Learn (scikit-multimodallearn)
JMLR 2022
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT
ACL 2021
Multi-view Metric Learning in Vector-valued Kernel Spaces
AISTATS 2018
On multi-class classification through the minimization of the confusion matrix norm
ACML 2013
The Multi-Task Learning View of Multimodal Data
ACML 2013