572 search results - page 47 / 115 » Extended Input Space Support Vector Machine |
JMLR
2012
11 years 10 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 ...
AAAI
2008
13 years 10 months ago
2008
An important feature of many problem domains in machine learning is their geometry. For example, adjacency relationships, symmetries, and Cartesian coordinates are essential to an...
ICML
2009
IEEE
14 years 9 months ago
2009
IEEE
We discuss the problem of clustering elements according to the sources that have generated them. For elements that are characterized by independent binary attributes, a closedform...
CONCUR
2001
Springer
14 years 17 days ago
2001
Springer
A key issue in the design of a model-checking tool is the choice of the formal language with which properties are specified. It is now recognized that a good language should exten...
APPROX
2006
Springer
13 years 11 months ago
2006
Springer
Abstract. Combinatorial property testing deals with the following relaxation of decision problems: Given a fixed property and an input x, one wants to decide whether x satisfies th...