88 search results - page 1 / 18 » Scale-Free Algorithms for Online Linear Optimization |
CORR
2012
Springer
12 years 6 months ago
2012
Springer
We address the online linear optimization problem with bandit feedback. Our contribution is twofold. First, we provide an algorithm (based on exponential weights) with a regret of...
COLT
2008
Springer
14 years 19 days ago
2008
Springer
We introduce an efficient algorithm for the problem of online linear optimization in the bandit setting which achieves the optimal O ( T) regret. The setting is a natural general...
ICRA
2009
IEEE
14 years 5 months ago
2009
IEEE
— This article addresses the fast solution of a Quadratic Program underlying a Linear Model Predictive Control scheme that generates walking motions. We introduce an algorithm wh...
COLT
2008
Springer
14 years 19 days ago
2008
Springer
We present a modification of the algorithm of Dani et al. [8] for the online linear optimization problem in the bandit setting, which with high probability has regret at most O ( ...
ICDAR
2011
IEEE
12 years 10 months ago
2011
IEEE
—This paper describes effective object function design for combining on-line and off-line character recognizers for on-line handwritten Japanese text recognition. We combine on-l...