FCT
2007
Springer
14 years 3 months ago
2007
Springer
Abstract. In recent years we have witnessed the proliferation of semidefinite programming bounds in combinatorial optimization [1,5,8], quantum computing [9,2,3,6,4,16] and even in...
ACML
2009
Springer
14 years 3 months ago
2009
Springer
In this paper, we present a novel semidefinite programming approach for multiple-instance learning. We first formulate the multipleinstance learning as a combinatorial maximum marg...
KDD
2003
ACM
14 years 12 months ago
2003
ACM
ICML
2005
IEEE
15 years 9 days ago
2005
IEEE
Many unsupervised algorithms for nonlinear dimensionality reduction, such as locally linear embedding (LLE) and Laplacian eigenmaps, are derived from the spectral decompositions o...
Book
Book web site includes links to a full course, software, and other material.