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» Using Prior Knowledge: Problems and Solutions
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CVPR
2005
IEEE
16 years 5 months ago
Robust L1 Norm Factorization in the Presence of Outliers and Missing Data by Alternative Convex Programming
Matrix factorization has many applications in computer vision. Singular Value Decomposition (SVD) is the standard algorithm for factorization. When there are outliers and missing ...
Qifa Ke, Takeo Kanade
GECCO
2009
Springer
135views Optimization» more  GECCO 2009»
15 years 10 months ago
Neuroevolutionary reinforcement learning for generalized helicopter control
Helicopter hovering is an important challenge problem in the field of reinforcement learning. This paper considers several neuroevolutionary approaches to discovering robust cont...
Rogier Koppejan, Shimon Whiteson
113
Voted
SAFECOMP
2000
Springer
15 years 7 months ago
Assessment of the Reliability of Fault-Tolerant Software: A Bayesian Approach
Fault tolerant systems based on the use of software design diversity may be able to achieve high levels of reliability more cost-effectively than other approaches, such as heroic ...
Bev Littlewood, Peter T. Popov, Lorenzo Strigini
141
Voted
JMIV
2008
214views more  JMIV 2008»
15 years 3 months ago
A Network Flow Algorithm for Reconstructing Binary Images from Continuous X-rays
Tomography is a powerful technique to obtain accurate images of the interior of an object in a nondestructive way. Conventional reconstruction algorithms, such as filtered backproj...
Kees Joost Batenburg
130
Voted
BIB
2010
89views more  BIB 2010»
15 years 2 months ago
Knowledge-based data analysis comes of age
The emergence of high-throughput technologies for measuring biological systems has introduced problems for data interpretation that must be addressed for proper inference. First, ...
Michael F. Ochs