Peter Sollich
4 papers · 2009–2013 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (11) π Cross-Pollinator (13) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Conference Polyglot
(2)
π
Keyword Champion
(3)
π
Trend Setter
Conferences
NIPS (3)
JMLR (1)
Top co-authors
Research topics
Keywords
learning curve
(4)
gaussian process regression
(4)
random graph
(3)
gaussian process
(3)
kernel methods
(2)
belief propagation
(2)
graph kernel
(2)
bayesian inference
(2)
bayesian regression
(1)
probabilistic modeling
(1)
bayes error
(1)
random walk kernels
(1)
multi-task learning
(1)
bayesian error
(1)
bayesian optimization
(1)
inter-task correlation
(1)
Papers
Random Walk Kernels and Learning Curves for Gaussian Process Regression on Random Graphs
JMLR 2013
Learning curves for multi-task Gaussian process regression
NIPS 2012
Exact learning curves for Gaussian process regression on large random graphs
NIPS 2010
Kernels and learning curves for Gaussian process regression on random graphs
NIPS 2009