Natalie Maus
5 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(3)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (3)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
bayesian optimization
(4)
trust region
(2)
variational inference
(2)
gaussian process
(2)
evidence lower bound
(1)
inducing point
(1)
predictive covariance
(1)
diverse solution
(1)
structured input
(1)
black-box optimization
(1)
utility-calibrated inference
(1)
multi-objective optimization
(1)
acquisition function
(1)
latent space
(1)
Papers
Approximation-Aware Bayesian Optimization
NIPS 2024
Joint Composite Latent Space Bayesian Optimization
ICML 2024
Variational Gaussian Processes with Decoupled Conditionals
NIPS 2023
Discovering Many Diverse Solutions with Bayesian Optimization
AISTATS 2023
Local Latent Space Bayesian Optimization over Structured Inputs
NIPS 2022