Julia Herbinger
4 papers
· 2021–2025
· 3 conferences
· across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(3)
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Hot Topic Early Bird
Conferences
AISTATS (2)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
feature interaction
(2)
partial dependence plot
(2)
bayesian optimization
(1)
interaction detection
(1)
surrogate model
(1)
interpretable region
(1)
recursive partitioning
(1)
feature effect
(1)
shapley additive explanation
(1)
partial dependence
(1)
hyperparameter optimization
(1)
regional effect plot
(1)
interpretable machine learning
(1)