Gert R.G. Lanckriet
5 papers · 2002–2014 · 1 venue · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (12) 🌟 Keyword Trendsetter Combo (5)
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Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
support vector machine
(2)
reproducing kernel hilbert space
(2)
characteristic kernel
(2)
semidefinite programming
(1)
convex optimization
(1)
transductive learning
(1)
unsupervised clustering
(1)
time series
(1)
second-order cone programming
(1)
mahalanobis distance
(1)
kernel matrix
(1)
maximum mean discrepancy
(1)
probability embeddings
(1)
probability measure
(1)
hidden markov model
(1)
decision boundary
(1)
hilbert space embedding
(1)
universal kernel
(1)
kernel-based learning
(1)
minimax approach
(1)
Papers
Clustering Hidden Markov Models with Variational HEM
JMLR 2014
Universality, Characteristic Kernels and RKHS Embedding of Measures
JMLR 2011
Hilbert Space Embeddings and Metrics on Probability Measures
JMLR 2010
Learning the Kernel Matrix with Semidefinite Programming
JMLR 2004
A Robust Minimax Approach to Classification
JMLR 2002