Thomas Augustin
6 papers · 2016–2024 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Conference Polyglot (5) π Academic Marathon (8) π Cross-Pollinator (6) π Interdisciplinary Bridge
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Keyword Pioneer
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Topic Pioneer
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Conference Pioneer
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Trend Setter
Conferences
UAI (2)
AISTATS (1)
JMLR (1)
NIPS (1)
PGM (1)
Top co-authors
Research topics
Keywords
stochastic dominance
(3)
robust statistics
(2)
statistical testing
(2)
classifier comparison
(2)
marginal likelihood
(1)
conditional independence
(1)
posterior predictive
(1)
bayesian network
(1)
probabilistic graphical model
(1)
data fusion
(1)
ensemble method
(1)
statistical test
(1)
rule extraction
(1)
linear optimization
(1)
rule ensemble
(1)
imprecise probability
(1)
classifier evaluation
(1)
statistical comparison
(1)
preference system
(1)
statistical matching
(1)
Papers
Statistical Multicriteria Benchmarking via the GSD-Front
NIPS 2024
Statistical Comparisons of Classifiers by Generalized Stochastic Dominance
JMLR 2023
Robust statistical comparison of random variables with locally varying scale of measurement
UAI 2023
Approximately Bayes-optimal pseudo-label selection
UAI 2023
Compressed Rule Ensemble Learning
AISTATS 2022
Statistical Matching of Discrete Data by Bayesian Networks
PGM 2016