504 search results - page 40 / 101 » Support Vector Classification with Input Data Uncertainty |
178
Voted
CVPR
2009
IEEE
16 years 9 months ago
2009
IEEE
Scarcity and infeasibility of human supervision for large
scale multi-class classification problems necessitates active
learning. Unfortunately, existing active learning methods
...
131
click to vote
ISD
1999
Springer
15 years 6 months ago
1999
Springer
One of the primary methods of studying change in the natural and man-made environment is that of comparison of multi-date maps and images of the earth's surface. Such comparis...
126
click to vote
CORR
2008
Springer
15 years 2 months ago
2008
Springer
Abstract. We consider the minimum spanning tree problem in a setting where information about the edge weights of the given graph is uncertain. Initially, for each edge e of the gra...
99
Voted
AAAI
2006
15 years 3 months ago
2006
We propose a simple mechanism for incorporating advice (prior knowledge), in the form of simple rules, into support-vector methods for both classification and regression. Our appr...
156
click to vote
JMLR
2012
13 years 4 months ago
2012
We propose a new family of latent variable models called max-margin min-entropy (m3e) models, which define a distribution over the output and the hidden variables conditioned on ...