51 search results - page 6 / 11 » On learning with kernels for unordered pairs |
84
Voted
ICML
2004
IEEE
16 years 14 days ago
2004
IEEE
We describe and analyze an online algorithm for supervised learning of pseudo-metrics. The algorithm receives pairs of instances and predicts their similarity according to a pseud...
90
Voted
SIGIR
2004
ACM
15 years 5 months ago
2004
ACM
This paper proposes a novel, unified, and systematic approach to combine collaborative and content-based filtering for ranking and user preference prediction. The framework inco...
105
Voted
BIOINFORMATICS
2005
14 years 11 months ago
2005
Motivation: Remote homology detection between protein sequences is a central problem in computational biology. Supervised learning algorithms based on support vector machines are ...
110
click to vote
CVPR
2003
IEEE
16 years 1 months ago
2003
IEEE
We consider the problem of learning with instances defined over a space of sets of vectors. We derive a new positive definite kernel f(A B) defined over pairs of matrices A B base...
105
click to vote
ICCV
2009
IEEE
16 years 4 months ago
2009
IEEE
Mean shift clustering is a powerful unsupervised data
analysis technique which does not require prior knowledge
of the number of clusters, and does not constrain the shape
of th...