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DSMML
2004
Springer
14 years 2 months ago
Extensions of the Informative Vector Machine
The informative vector machine (IVM) is a practical method for Gaussian process regression and classification. The IVM produces a sparse approximation to a Gaussian process by com...
Neil D. Lawrence, John C. Platt, Michael I. Jordan
CVPR
2011
IEEE
13 years 4 months ago
Discrete-Continuous Optimization for Large-scale Structure from Motion
Recent work in structure from motion (SfM) has successfully built 3D models from large unstructured collections of images downloaded from the Internet. Most approaches use increme...
David Crandall, Andrew Owens, Noah Snavely, Daniel...
ACMSE
2004
ACM
14 years 2 months ago
Specification-driven automated testing of GUI-based Java programs
This paper presents a specification-driven approach to test automation for GUI-based JAVA programs as an alternative to the use of capture/replay. The NetBeans Jemmy library provi...
Yanhong Sun, Edward L. Jones
ISQED
2003
IEEE
119views Hardware» more  ISQED 2003»
14 years 2 months ago
System and Framework for QA of Process Design Kits
In this paper, we evaluate the dependencies between tools, data and environment in process design kits, and present a framework for systematically analyzing the quality of the des...
M. C. Scott, M. O. Peralta, Jo Dale Carothers
LWA
2007
13 years 10 months ago
Meta-Learning Rule Learning Heuristics
The goal of this paper is to investigate to what extent a rule learning heuristic can be learned from experience. Our basic approach is to learn a large number of rules and record ...
Frederik Janssen, Johannes Fürnkranz