13 search results - page 3 / 3 » Robust Regression by Boosting the Median |
118
click to vote
COMPGEOM
2004
ACM
15 years 5 months ago
2004
ACM
We present memory-efficient deterministic algorithms for constructing -nets and -approximations of streams of geometric data. Unlike probabilistic approaches, these deterministic...
100
click to vote
TIT
2002
14 years 11 months ago
2002
Generalization bounds depending on the margin of a classifier are a relatively recent development. They provide an explanation of the performance of state-of-the-art learning syste...
ICMCS
2010
IEEE
14 years 11 months ago
2010
IEEE
Speech processing is an important aspect of affective computing. Most research in this direction has focused on classifying emotions into a small number of categories. However, nu...