Neil Lawrence
8 papers
· 2005–2020
· 5 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(5)
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Academic Marathon
(15)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(13)
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Trend Setter
Conferences
AISTATS (3)
NIPS (2)
ACL (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
gaussian process
(3)
latent variable model
(2)
bayesian optimization
(2)
maximum entropy
(1)
variational inference
(1)
principal component analysis
(1)
hyperparameter optimization
(1)
supervised learning
(1)
spectral dimensionality reduction
(1)
global optimization
(1)
kernel pca
(1)
locally linear embedding
(1)
multi-output regression
(1)
batch optimization
(1)
acquisition function
(1)
surrogate model
(1)
lipschitz constant
(1)
gaussian random field
(1)
nonlinear dimensionality reduction
(1)
expected loss
(1)
Papers
Batch Bayesian Optimization via Local Penalization
AISTATS 2016