Differentially Private Empirical Risk Minimization with Sparsity-Inducing Norms.

K. S. Sesh Kumar Marc Peter Deisenroth

Published in: CoRR (2019)

Keyphrases

sparsity inducing
variable selection
structured sparsity
sparse learning
sparse regression
statistical learning theory
model selection
vc dimension
cross validation
convex optimization problems
learning problems
statistical learning
machine learning
multi task
machine learning algorithms
learning tasks