472 search results - page 60 / 95 » Linear programming with online learning |
118
Voted
ICRA
2009
IEEE
15 years 9 months ago
2009
IEEE
Abstract— Least-squares policy iteration is a useful reinforcement learning method in robotics due to its computational efficiency. However, it tends to be sensitive to outliers...
142
Voted
IAT
2009
IEEE
15 years 9 months ago
2009
IEEE
—This paper proposes a method of learning a similarity matrix from pairwise constraints for interactive clustering. The similarity matrix can be learned by solving an optimizatio...
156
Voted
ICANN
2009
Springer
15 years 15 days ago
2009
Springer
Abstract. This paper studies a risk minimization approach to estimate a transformation model from noisy observations. It is argued that transformation models are a natural candidat...
ICFP
2003
ACM
16 years 2 months ago
2003
ACM
We present the derivation of a space efficient parser combinator library: the constructed parsers do not keep unnecessary references to the input, produce online results and effic...
108
Voted
ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
This paper introduces a novel machine learning model called multiple instance ranking (MIRank) that enables ranking to be performed in a multiple instance learning setting. The mo...