439 search results - page 31 / 88 » An Improved Analysis of Linear Mergers |
COLT
2005
Springer
15 years 4 months ago
2005
Springer
We start by showing that in an active learning setting, the Perceptron algorithm needs Ω( 1 ε2 ) labels to learn linear separators within generalization error ε. We then prese...
SCHOLARPEDIA
2008
14 years 10 months ago
2008
A new method for automatic indexing and retrieval is described. The approach is to take advantage of implicit higher-order structure in the association of terms with documents (&q...
ICMCS
2009
IEEE
14 years 8 months ago
2009
IEEE
This work introduces a robot driven camera controlled by speech. The SIMIS database of 20 recordings of real life surgical operations serves as basis for analyses and noise modell...
SIAMMAX
2010
14 years 5 months ago
2010
Linear Discriminant Analysis (LDA) is one of the most popular approaches for feature extraction and dimension reduction to overcome the curse of the dimensionality of the high-dime...
GFKL
2006
Springer
15 years 2 months ago
2006
Springer
Finding the right pricing for music downloads is of ample importance to the recording industry and music download service providers. For the recently introduced music downloads, re...