Stéphane Canu
9 papers · 2005–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon (19) 🐝 Cross-Pollinator (12) 🗺️ Taxonomy Completionist (16) 🌉 Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(5)
🌱
Topic Pioneer
🚀
Conference Pioneer
📈
Trend Setter
Conferences
JMLR (4)
WACV (2)
ACML (1)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
kernel methods
(4)
support vector machine
(3)
reproducing kernel hilbert space
(3)
representer theorem
(2)
self-supervised learning
(2)
function approximation
(1)
video prediction
(1)
nonlinear regression
(1)
functional data analysis
(1)
large scale learning
(1)
semiparametric estimation
(1)
reject option
(1)
double hinge loss
(1)
posterior probabilities
(1)
multiple kernel learning
(1)
conditional probability
(1)
quadratic programming
(1)
quadratic program
(1)
regularization theory
(1)
semantic similarity
(1)
Papers
The data-driven transferable adversarial space
ACML 2024
Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning
WACV 2023
Temporal Contrastive Pretraining for Video Action Recognition
WACV 2020
Operator-valued Kernels for Learning from Functional Response Data
JMLR 2016
Nonlinear functional regression: a functional RKHS approach
AISTATS 2010
Support Vector Machines with a Reject Option
NIPS 2008
SimpleMKL
JMLR 2008
Comments on the “Core Vector Machines: Fast SVM Training on Very Large Data Sets"
JMLR 2007
Frames, Reproducing Kernels, Regularization and Learning
JMLR 2005