2455 search results - page 42 / 491 » Learning Composite Concepts |
127
click to vote
FOCS
2010
IEEE
15 years 2 months ago
2010
IEEE
We present a new algorithm for learning a convex set in n-dimensional space given labeled examples drawn from any Gaussian distribution. The complexity of the algorithm is bounded ...
146
click to vote
FMSD
2008
15 years 4 months ago
2008
Abstract Compositional reasoning aims to improve scalability of verification tools by reducing the original verification task into subproblems. The simplification is typically base...
155
Voted
SDM
2007
SIAM
15 years 6 months ago
2007
SIAM
We introduce a new approach for Clustering and Aggregating Relational Data (CARD). We assume that data is available in a relational form, where we only have information about the ...
189
click to vote
BMCBI
2006
15 years 4 months ago
2006
Background: Various statistical and machine learning methods have been successfully applied to the classification of DNA microarray data. Simple instance-based classifiers such as...