Gustavo Malkomes
8 papers · 2015–2021 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (6)
π
Cross-Pollinator
(15)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π
Trend Setter
π
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
Beyond the Pareto Efficient Frontier: Constraint Active Search for Multiobjective Experimental Design
ICML 2021
Efficient nonmyopic batch active search
NIPS 2018
Automating Bayesian optimization with Bayesian optimization
NIPS 2018
Efficient Nonmyopic Active Search
ICML 2017
Bayesian optimization for automated model selection
AUTOML 2016
Bayesian optimization for automated model selection
NIPS 2016
Bayesian Active Model Selection with an Application to Automated Audiometry
NIPS 2015
Fast Distributed k-Center Clustering with Outliers on Massive Data
NIPS 2015