Maximilian Balandat
20 papers
· 2015–2025
· 5 conferences
· across top CS/AI conferences
Achievements
π
Academic Marathon
(10)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(28)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(13)
π
Conference Polyglot
(5)
π€
Dynamic Duo
(15)
π₯
Mega-Team
(21)
π¬
Deep Specialist
(12)
π
Century Club
(20)
ποΈ
Keyword Collector
(59)
π₯
Unstoppable
(6)
π
Trend Setter
Conferences
NIPS (10)
ICML (7)
AISTATS (1)
AUTOML (1)
UAI (1)
Top co-authors
Keywords
bayesian optimization
(13)
acquisition function
(6)
gaussian process
(5)
multi-objective optimization
(5)
expected improvement
(3)
sample efficiency
(3)
online learning
(2)
surrogate model
(2)
hypervolume improvement
(2)
expected hypervolume improvement
(2)
parallel optimization
(2)
dual averaging
(2)
numerical optimization
(1)
embedding learning
(1)
uncertainty quantification
(1)
gradient-based optimization
(1)
robust regression
(1)
adversarial learning
(1)
hyperparameter optimization
(1)
discrete optimization
(1)
Papers
Ax: A Platform for Adaptive Experimentation
AUTOML 2025
The Hedge Algorithm on a Continuum
ICML 2015