11 search results - page 2 / 3 » Learning with Queries Corrupted by Classification Noise |
CORR
2010
Springer
13 years 6 months ago
2010
Springer
We study online learning when individual instances are corrupted by adversarially chosen random noise. We assume the noise distribution is unknown, and may change over time with n...
CVPR
2005
IEEE
14 years 8 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...
ICML
2009
IEEE
14 years 6 months ago
2009
IEEE
We introduce a new algorithm for binary classification in the selective sampling protocol. Our algorithm uses Regularized Least Squares (RLS) as base classifier, and for this reas...
ACL
2010
13 years 4 months ago
2010
In this paper, we study the problem of using an annotated corpus in English for the same natural language processing task in another language. While various machine translation sy...
BIBM
2007
IEEE
13 years 10 months ago
2007
IEEE
The tridimensional structure of a protein is constrained or stabilized by some local interactions between distant residues of the protein, such as disulfide bonds, electrostatic i...