455 search results - page 16 / 91 » Adaptive Sampling for Noisy Problems |
CVPR
2005
IEEE
14 years 9 months ago
2005
IEEE
We describe how certain tasks in the audio domain can be effectively addressed using computer vision approaches. This paper focuses on the problem of music identification, where t...
CVPR
2012
IEEE
11 years 10 months ago
2012
IEEE
Visual domain adaptation addresses the problem of adapting the sample distribution of the source domain to the target domain, where the recognition task is intended but the data d...
ECCV
2008
Springer
14 years 9 months ago
2008
Springer
This article proposes a new framework to regularize linear inverse problems using the total variation on non-local graphs. This nonlocal graph allows to adapt the penalization to t...
SIGMOD
2004
ACM
14 years 7 months ago
2004
ACM
Block-level sampling is far more efficient than true uniform-random sampling over a large database, but prone to significant errors if used to create database statistics. In this ...
COLT
1999
Springer
13 years 11 months ago
1999
Springer
We study the problem of PAC-learning Boolean functions with random attribute noise under the uniform distribution. We define a noisy distance measure for function classes and sho...