Bernhard Schoelkopf
12 papers
· 2014–2021
· 6 conferences
· across top CS/AI conferences
Achievements
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Cross-Pollinator
(7)
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Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(24)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Interdisciplinary Bridge
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Conference Polyglot
(6)
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Academic Marathon
(7)
ποΈ
Keyword Collector
(55)
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Trend Setter
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Century Club
(12)
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Conference Pioneer
Conferences
ICML (6)
AISTATS (2)
COLT (1)
EMNLP (1)
ICLR (1)
L4DC (1)
Top co-authors
Keywords
causal inference
(4)
granger causality
(3)
time series
(3)
causal discovery
(2)
network inference
(2)
vector autoregression
(2)
causal direction
(2)
sample complexity
(2)
diffusion network
(2)
kernel approximation
(1)
principal component analysis
(1)
active learning
(1)
expectation maximization
(1)
sparse optimization
(1)
independent component analysis
(1)
statistical estimation
(1)
linear discriminant analysis
(1)
sentiment classification
(1)
canonical correlation analysis
(1)
reproducing kernel hilbert space
(1)
Papers
Wasserstein Auto-Encoders
ICLR 2018
Kernel Mean Estimation and Stein Effect
ICML 2014
Randomized Nonlinear Component Analysis
ICML 2014