Karsten Borgwardt
30 papers
· 2006–2025
· 6 conferences
· across top CS/AI conferences
Achievements
π§
Keyword Pioneer
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Cross-Pollinator
(12)
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Academic Marathon
(19)
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Conference Polyglot
(6)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
π£
Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(17)
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Keyword Trendsetter Combo
(7)
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Keyword Champion
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Triple Crown
π±
Topic Pioneer
π§¬
Topic Evolution
π€
Dynamic Duo
(10)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(54)
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Trend Setter
π
Century Club
(30)
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Conference Pioneer
Conferences
NIPS (15)
ICLR (6)
ICML (5)
JMLR (2)
IJCAI (1)
MLHC (1)
Top co-authors
Keywords
graph kernel
(6)
kernel methods
(4)
graph classification
(4)
topological data analysis
(3)
graph neural network
(3)
high-dimensional datum
(2)
dimensionality reduction
(2)
graph isomorphism
(2)
random walk kernels
(2)
random walk
(2)
bayesian inference
(2)
feature selection
(2)
reproducing kernel hilbert space
(2)
persistent homology
(2)
graph representation learning
(2)
distribution matching
(2)
time series classification
(2)
manifold learning
(2)
graph representation
(2)
gaussian process
(2)
Papers
Topological Graph Neural Networks
ICLR 2022
Set Functions for Time Series
ICML 2020
Topological Autoencoders
ICML 2020
Halting in Random Walk Kernels
NIPS 2015
Fast subtree kernels on graphs
NIPS 2009
Colored Maximum Variance Unfolding
NIPS 2007
Fast Computation of Graph Kernels
NIPS 2006