Sparsity Regret Bounds for Individual Sequences in Online Linear Regression.

Sébastien Gerchinovitz

Published in: COLT (2011)

Keyphrases

linear regression
regret bounds
least squares
online learning
online convex optimization
nonlinear regression
high dimensional
expert advice
linear predictors
objective function
sparse representation