Sparsity regret bounds for individual sequences in online linear regression.

Sébastien Gerchinovitz

Published in: J. Mach. Learn. Res. (2013)

Keyphrases

linear regression
regret bounds
least squares
online learning
online convex optimization
expert advice
nonlinear regression
linear predictors
learning algorithm
computer vision
optical flow
active learning