Alessandro Verri
5 papers · 2004–2018 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (16)
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Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
variable selection
(3)
proximal method
(2)
reproducing kernel hilbert space
(2)
group lasso
(1)
representer theorem
(1)
time series
(1)
network inference
(1)
nonlinear regression
(1)
sparse regularization
(1)
forward-backward splitting
(1)
primal-dual algorithm
(1)
overlapping groups
(1)
group sparse regularization
(1)
multivariate time series
(1)
support vector machine
(1)
gaussian graphical model
(1)
convergence rate
(1)
partial derivative
(1)
high-dimensional problem
(1)
kernel methods
(1)
Papers
Forward-Backward Splitting for Time-Varying Graphical Models
PGM 2018
Nonparametric Sparsity and Regularization
JMLR 2013
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups
NeurIPS 2010
A Regularization Approach to Nonlinear Variable Selection
AISTATS 2010
Some Properties of Regularized Kernel Methods
JMLR 2004