Thomas Augustin
6 papers · 2016–2024 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π Conference Polyglot Β· Silver
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Topic Pioneer
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Keyword Champion
(2)
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(5)
Mathematics & Optimization
(3)
Mathematics
(3)
Learning Types
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Core Methods
(1)
Methods
(1)
Probability
(1)
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
NeurIPS 2024
Approximately Bayes-optimal pseudo-label selection
UAI 2023
Robust statistical comparison of random variables with locally varying scale of measurement
UAI 2023
Statistical Comparisons of Classifiers by Generalized Stochastic Dominance
JMLR 2023
Compressed Rule Ensemble Learning
AISTATS 2022
Statistical Matching of Discrete Data by Bayesian Networks
PGM 2016