1837 search results - page 135 / 368 » Learning From Ambiguous Examples |
122
Voted
AAAI
2000
15 years 6 months ago
2000
The proliferation of online information sources has accentuated the need for tools that automatically validate and recognize data. We present an efficient algorithm that learns st...
154
click to vote
ISBI
2004
IEEE
16 years 5 months ago
2004
IEEE
The identification of bronchovascular pairs on High Resolution Computer Tomography (HRCT) images provides valuable diagnostic information in patients with suspected airway disease...
136
Voted
ISMIR
2004
Springer
15 years 10 months ago
2004
Springer
In this paper, we investigate the impact of machine learning algorithms in the development of automatic music classification models aiming to capture genres distinctions. The stu...
156
click to vote
COLT
2001
Springer
15 years 9 months ago
2001
Springer
We show that the class of monotone 2O( √ log n)-term DNF formulae can be PAC learned in polynomial time under the uniform distribution from random examples only. This is an expo...
160
Voted
NIPS
2008
15 years 6 months ago
2008
Confidence-weighted (CW) learning [6], an online learning method for linear classifiers, maintains a Gaussian distributions over weight vectors, with a covariance matrix that repr...