1393 search results - page 223 / 279 » Machine Learning by Function Decomposition |
71
Voted
ICML
2006
IEEE
16 years 20 days ago
2006
IEEE
Some models of textual corpora employ text generation methods involving n-gram statistics, while others use latent topic variables inferred using the "bag-of-words" assu...
ICML
2006
IEEE
16 years 20 days ago
2006
IEEE
Recently, a very appealing approach was proposed to compute the entire solution path for support vector classification (SVC) with very low extra computational cost. This approach ...
111
click to vote
ICML
2005
IEEE
16 years 20 days ago
2005
IEEE
Protein fold recognition is a key step towards inferring the tertiary structures from amino-acid sequences. Complex folds such as those consisting of interacting structural repeat...
104
click to vote
ICML
2005
IEEE
16 years 20 days ago
2005
IEEE
Given a classification problem, our goal is to find a low-dimensional linear transformation of the feature vectors which retains information needed to predict the class labels. We...
102
click to vote
ICML
2004
IEEE
16 years 20 days ago
2004
IEEE
We propose a fast iterative classification algorithm for Kernel Fisher Discriminant (KFD) using heterogeneous kernel models. In contrast with the standard KFD that requires the us...