Yves Grandvalet
8 papers · 2004–2021 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
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Topic Pioneer
🧭
Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
kernel methods
(3)
support vector machine
(2)
multiple kernel learning
(2)
binary classification
(2)
group sparsity
(1)
sparse coding
(1)
feature extraction
(1)
multi-label classification
(1)
convex optimization
(1)
autonomous driving
(1)
supervised learning
(1)
generalization error
(1)
multi-class classification
(1)
reject option
(1)
posterior probabilities
(1)
double hinge loss
(1)
feature selection
(1)
kernel regression
(1)
prior information
(1)
transfer learning
(1)
Papers
Driving Among Flatmobiles: Bird-Eye-View Occupancy Grids From a Monocular Camera for Holistic Trajectory Planning
WACV 2021
Explicit Inductive Bias for Transfer Learning with Convolutional Networks
ICML 2018
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction
EACL 2014
Optimizing F-Measures by Cost-Sensitive Classification
NeurIPS 2014
SimpleMKL
JMLR 2008
Support Vector Machines with a Reject Option
NeurIPS 2008
Hierarchical Penalization
NeurIPS 2007
No Unbiased Estimator of the Variance of K-Fold Cross-Validation
JMLR 2004