Sebastian Ament
6 papers
· 2020–2025
· 4 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(4)
π
Academic Marathon
(5)
π
Interdisciplinary Bridge
π
Cross-Pollinator
(13)
π₯
Mega-Team
(21)
Conferences
ICML (2)
NIPS (2)
AISTATS (1)
AUTOML (1)
Top co-authors
Keywords
bayesian optimization
(3)
gaussian process
(2)
robust regression
(1)
bayesian inference
(1)
hyperparameter optimization
(1)
uncertainty quantification
(1)
embedding learning
(1)
numerical optimization
(1)
expected improvement
(1)
outlier robustness
(1)
hyperparameter tuning
(1)
acquisition function
(1)
surrogate model
(1)
relevance pursuit
(1)
probabilistic regression
(1)
constraint reasoning
(1)
crystal structure
(1)
sparse outlier
(1)
log marginal likelihood
(1)
pattern de-mixing
(1)
Papers
Ax: A Platform for Adaptive Experimentation
AUTOML 2025