Volker Roth
15 papers
· 2011–2025
· 9 conferences
· across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Conference Polyglot
(9)
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Cross-Pollinator
(13)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(11)
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Academic Marathon
(14)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Grand Slam
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Keyword Champion
(2)
ποΈ
Keyword Collector
(70)
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Trend Setter
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Century Club
(15)
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Conference Pioneer
Conferences
NIPS (5)
ICLR (3)
AAAI (1)
ACML (1)
AISTATS (1)
CVPR (1)
ICML (1)
MLHC (1)
UAI (1)
Top co-authors
Keywords
variational inference
(3)
gaussian graphical model
(3)
transfer learning
(2)
gaussian copula
(2)
information bottleneck
(2)
mutual information
(2)
distance matrix
(2)
deep information bottleneck
(2)
gibbs sampling
(2)
dirichlet process
(1)
bayesian inference
(1)
feature learning
(1)
object recognition
(1)
structure learning
(1)
unsupervised learning
(1)
relational data
(1)
neural tangent kernel
(1)
bioinformatics
(1)
markov chain monte carlo
(1)
probabilistic modeling
(1)
Papers
Injective flows for star-like manifolds
ICLR 2025
Inverse Learning of Symmetries
NIPS 2020
Bayesian Markov Blanket Estimation
AISTATS 2016
Recovering Networks from Distance Data
ACML 2012
Meta-Gaussian Information Bottleneck
NIPS 2012