Samuel Daulton
10 papers
· 2017–2025
· 4 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Keyword Pioneer
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Taxonomy Completionist
(18)
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Interdisciplinary Bridge
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Conference Polyglot
(4)
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Academic Marathon
(8)
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Cross-Pollinator
(11)
π₯
Mega-Team
(21)
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Century Club
(10)
Conferences
NIPS (7)
AUTOML (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
bayesian optimization
(7)
acquisition function
(4)
multi-objective optimization
(4)
gaussian process
(2)
hypervolume improvement
(2)
parallel optimization
(2)
expected hypervolume improvement
(2)
sample efficiency
(2)
expected improvement
(1)
variance reduction
(1)
pareto optimality
(1)
scalable inference
(1)
mixed optimization
(1)
probabilistic model
(1)
surrogate model
(1)
bayesian neural network
(1)
latent embedding
(1)
reward decomposition
(1)
value function decomposition
(1)
random scalarization
(1)