Alessandro Verri
5 papers · 2004–2018 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge π£ Hot Topic Early Bird π Cross-Pollinator (9) π§ Keyword Pioneer
π
Conference Polyglot
(4)
π
Academic Marathon
(14)
π
Trend Setter
π
Conference Pioneer
Conferences
JMLR (2)
AISTATS (1)
NIPS (1)
PGM (1)
Top co-authors
Keywords
variable selection
(3)
reproducing kernel hilbert space
(2)
proximal method
(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
NIPS 2010
A Regularization Approach to Nonlinear Variable Selection
AISTATS 2010
Some Properties of Regularized Kernel Methods
JMLR 2004