Gert Lanckriet
6 papers · 1999–2014 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Full πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§
Keyword Pioneer
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Conference Pioneer
Venues
Top co-authors
Research topics
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)
nearest neighbor classification
(1)
measure embedding
(1)
variational approximation
(1)
probability measure
(1)
generative model
(1)
kernel embedding
(1)
heterogeneous data
(1)
ranking loss
(1)
universal kernel
(1)
characteristic kernel
(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
Generalized Non-metric Multidimensional Scaling
AISTATS 1999