Warren Powell
4 papers · 2010–2016 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (11) π Interdisciplinary Bridge π Academic Marathon (6) π Cross-Pollinator (14) π§ Keyword Pioneer
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Hot Topic Early Bird
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Conference Polyglot
(3)
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Trend Setter
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Conference Pioneer
Conferences
AISTATS (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
dirichlet process
(2)
knowledge gradient
(2)
bayesian nonparametrics
(1)
online learning
(1)
convex optimization
(1)
bayesian inference
(1)
sequential decision making
(1)
gaussian process
(1)
sparse regression
(1)
nonparametric regression
(1)
lasso regression
(1)
sequential learning
(1)
dirichlet process mixture
(1)
nonparametric density estimation
(1)
kernel weight estimation
(1)
dirichlet process weights
(1)
bayesian optimization
(1)
mixture model
(1)
generalized linear model
(1)
binary feedback
(1)
Papers
A Lasso-based Sparse Knowledge Gradient Policy for Sequential Optimal Learning
AISTATS 2016
The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks
ICML 2016
Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable
NIPS 2010
Dirichlet Process Mixtures of Generalized Linear Models
AISTATS 2010