Gustavo Malkomes
8 papers
· 2015–2021
· 3 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(21)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(3)
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Academic Marathon
(6)
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Cross-Pollinator
(15)
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
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Trend Setter
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Conference Pioneer
Conferences
NIPS (5)
ICML (2)
AUTOML (1)
Top co-authors
Keywords
bayesian optimization
(4)
model selection
(3)
active learning
(3)
active search
(3)
nonmyopic policy
(2)
kernel methods
(2)
marginal likelihood
(1)
outlier detection
(1)
gaussian process
(1)
global optimization
(1)
exploration exploitation
(1)
constraint satisfaction
(1)
kernel selection
(1)
labeling budget
(1)
model evidence
(1)
outlier handling
(1)
batch active learning
(1)
multi-armed bandit
(1)
probabilistic model
(1)
clustering algorithm
(1)
Papers
Efficient nonmyopic batch active search
NIPS 2018
Efficient Nonmyopic Active Search
ICML 2017