Céline Brouard
4 papers · 2016–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🐣
Hot Topic Early Bird
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Keywords
kernel methods
(2)
structured prediction
(2)
graph prediction
(1)
optimal transport
(1)
multi-label classification
(1)
ridge regression
(1)
image reconstruction
(1)
reproducing kernel hilbert space
(1)
structured output prediction
(1)
labeled graphs
(1)
least squares regression
(1)
multi-task regression
(1)
operator-valued kernel
(1)
output kernel regression
(1)
reduced-rank regression
(1)
cross-lingual document retrieval
(1)
fused gromov-wasserstein
(1)
magnitude-preserving ranking
(1)
input output kernel regression
(1)
output regularity
(1)
Papers
Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters
ICML 2022
Vector-Valued Least-Squares Regression under Output Regularity Assumptions
JMLR 2022
Magnitude-Preserving Ranking for Structured Outputs
ACML 2017
Input Output Kernel Regression: Supervised and Semi-Supervised Structured Output Prediction with Operator-Valued Kernels
JMLR 2016