David Eriksson
18 papers
· 2017–2025
· 5 conferences
· across top CS/AI conferences
Achievements
π
Cross-Pollinator
(13)
π§
Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(25)
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Interdisciplinary Bridge
π
Conference Polyglot
(5)
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Academic Marathon
(8)
π£
Hot Topic Early Bird
π₯
Mega-Team
(21)
π¬
Deep Specialist
(13)
ποΈ
Keyword Collector
(56)
π
Century Club
(18)
π₯
Unstoppable
(9)
π
Trend Setter
Conferences
NIPS (8)
AISTATS (4)
UAI (4)
AUTOML (1)
ICML (1)
Top co-authors
Keywords
bayesian optimization
(15)
gaussian process
(8)
acquisition function
(4)
hyperparameter optimization
(3)
black-box optimization
(3)
surrogate model
(3)
global optimization
(2)
kernel learning
(2)
constrained optimization
(2)
variational inference
(2)
sample efficiency
(2)
multi-objective optimization
(2)
high-dimensional optimization
(2)
markov decision process
(1)
bayesian inference
(1)
robust regression
(1)
numerical optimization
(1)
sparse optimization
(1)
outlier robustness
(1)
expected improvement
(1)
Papers
Ax: A Platform for Adaptive Experimentation
AUTOML 2025
Sparse Bayesian optimization
AISTATS 2023
Scalable Constrained Bayesian Optimization
AISTATS 2021