Marion Neumann
4 papers · 2012–2019 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π
Conference Polyglot
(4)
π
Academic Marathon
(7)
π
Trend Setter
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Conference Pioneer
Conferences
AAAI (1)
ACML (1)
AISTATS (1)
JMLR (1)
Top co-authors
Research topics
Keywords
bayesian nonparametrics
(1)
relational learning
(1)
probabilistic inference
(1)
hyperparameter optimization
(1)
ai education
(1)
educational resources
(1)
gaussian process
(1)
random walk
(1)
gaussian process regression
(1)
sparse approximation
(1)
gaussian process classification
(1)
student learning
(1)
mixture model
(1)
markov logic network
(1)
graph kernel
(1)
covariance function
(1)
probabilistic regression
(1)
label structure
(1)
node-label prediction
(1)
partially labeled graph
(1)
Papers
Model AI Assignments 2019
AAAI 2019
pyGPs -- A Python Library for Gaussian Process Regression and Classification
JMLR 2015
Coinciding Walk Kernels: Parallel Absorbing Random Walks for Learning with Graphs and Few Labels
ACML 2013
Markov Logic Mixtures of Gaussian Processes: Towards Machines Reading Regression Data
AISTATS 2012