Yves Grandvalet
8 papers · 2004–2021 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (17)
π
Cross-Pollinator
(12)
π
Interdisciplinary Bridge
π±
Topic Pioneer
π
Trend Setter
Conferences
NIPS (3)
JMLR (2)
EACL (1)
ICML (1)
WACV (1)
Top co-authors
Keywords
kernel methods
(3)
support vector machine
(2)
binary classification
(2)
feature extraction
(1)
multiclass classification
(1)
sparse coding
(1)
convex optimization
(1)
supervised learning
(1)
autonomous driving
(1)
group sparsity
(1)
posterior probabilities
(1)
generalization error
(1)
multi-class classification
(1)
reject option
(1)
double hinge loss
(1)
feature selection
(1)
multiple kernel learning
(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
Optimizing F-Measures by Cost-Sensitive Classification
NIPS 2014
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction
EACL 2014
SimpleMKL
JMLR 2008
Support Vector Machines with a Reject Option
NIPS 2008
Hierarchical Penalization
NIPS 2007
No Unbiased Estimator of the Variance of K-Fold Cross-Validation
JMLR 2004