Gert Lanckriet
5 papers · 2010–2014 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(12)
π
Conference Pioneer
Conferences
ICML (3)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
metric learning
(2)
feature selection
(1)
kl divergence
(1)
group sparsity
(1)
branch and bound
(1)
nearest neighbor
(1)
reproducing kernel hilbert space
(1)
nearest neighbor search
(1)
multiple kernel learning
(1)
mahalanobis distance
(1)
measure embedding
(1)
variational approximation
(1)
probability measure
(1)
generative model
(1)
kernel embedding
(1)
heterogeneous datum
(1)
ranking loss
(1)
universal kernel
(1)
characteristic kernel
(1)
perceptual similarity
(1)
Papers
Efficient Learning of Mahalanobis Metrics for Ranking
ICML 2014
Robust Structural Metric Learning
ICML 2013
That was fast! Speeding up NN search of high dimensional distributions.
ICML 2013
Learning Multi-modal Similarity
JMLR 2011
On the relation between universality, characteristic kernels and RKHS embedding of measures
AISTATS 2010