756 search results - page 71 / 152 » Incremental Training of Multiclass Support Vector Machines |
114
Voted
COLT
2008
Springer
15 years 5 months ago
2008
Springer
We consider the question of why modern machine learning methods like support vector machines outperform earlier nonparametric techniques like kNN. Our approach investigates the lo...
104
Voted
ICPR
2004
IEEE
16 years 4 months ago
2004
IEEE
In this paper, we present a novel maximum correlation sample subspace method and apply it to human face detection [1] in still images. The algorithm starts by projecting all the t...
138
Voted
ICML
2001
IEEE
16 years 4 months ago
2001
IEEE
We generalize the classical algorithms of Valiant and Haussler for learning conjunctions and disjunctions of Boolean attributes to the problem of learning these functions over arb...
147
Voted
EMNLP
2008
15 years 5 months ago
2008
We present a discriminative method for learning selectional preferences from unlabeled text. Positive examples are taken from observed predicate-argument pairs, while negatives ar...
139
Voted
CMIG
2010
14 years 10 months ago
2010
This paper presents a novel method for unsupervised DNA microarray gridding based on Support Vector Machines (SVMs). Each spot is a small region on the microarray surface where cha...