Silvia Villa
8 papers
· 2010–2023
· 4 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(4)
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Academic Marathon
(13)
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Cross-Pollinator
(9)
πΊοΈ
Taxonomy Completionist
(20)
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Conference Pioneer
Conferences
AISTATS (3)
NIPS (3)
CVPR (1)
JMLR (1)
Top co-authors
Keywords
variable selection
(3)
proximal method
(2)
iterative regularization
(2)
convex optimization
(2)
reproducing kernel hilbert space
(2)
kernel methods
(2)
black-box optimization
(1)
group lasso
(1)
sparse recovery
(1)
supervised learning
(1)
hyperparameter optimization
(1)
gaussian process
(1)
universal consistency
(1)
multi-task learning
(1)
finite difference
(1)
sparse representation
(1)
sparse regularization
(1)
adaptive discretization
(1)
primal-dual algorithm
(1)
nonlinear regression
(1)
Papers
Iterative regularization for convex regularizers
AISTATS 2021