Danny Stoll
5 papers · 2019–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (3)
ICLR (2)
Top co-authors
Keywords
neural architecture search
(2)
bayesian optimization
(2)
hyperparameter optimization
(2)
surrogate model
(1)
expert belief
(1)
multi-fidelity optimization
(1)
joint optimization
(1)
model search
(1)
context-free grammar
(1)
proxy task
(1)
hierarchical search space
(1)
deep learning
(1)
multi-objective optimization
(1)
Papers
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning
NIPS 2023
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars
NIPS 2023
JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search
NIPS 2022
$\pi$BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization
ICLR 2022
Learning to Design RNA
ICLR 2019