3412 search results - page 577 / 683 » Efficient Reinforcement Learning |
220
click to vote
JMLR
2010
15 years 28 days ago
2010
We study the problem of image denoising where images are assumed to be samples from low dimensional (sub)manifolds. We propose the algorithm of locally linear denoising. The algor...
195
click to vote
JMLR
2010
15 years 28 days ago
2010
We present an extension of sparse PCA, or sparse dictionary learning, where the sparsity patterns of all dictionary elements are structured and constrained to belong to a prespeci...
192
click to vote
JMLR
2010
15 years 28 days ago
2010
Structured prediction tasks pose a fundamental trade-off between the need for model complexity to increase predictive power and the limited computational resources for inference i...
138
click to vote
JMLR
2010
15 years 28 days ago
2010
Reliable estimation of the classification performance of learned predictive models is difficult, when working in the small sample setting. When dealing with biological data it is ...
172
click to vote
TSMC
2010
15 years 25 days ago
2010
Abstract--This paper presents a dynamic predictiveoptimization framework of a nonlinear temporal process. Datamining (DM) and evolutionary strategy algorithms are integrated in the...