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IEICET
2007
94views more  IEICET 2007»
15 years 4 months ago
A New Meta-Criterion for Regularized Subspace Information Criterion
In order to obtain better generalization performance in supervised learning, model parameters should be determined appropriately, i.e., they should be determined so that the gener...
Yasushi Hidaka, Masashi Sugiyama
TAP
2008
Springer
102views Hardware» more  TAP 2008»
15 years 4 months ago
A Logic-Based Approach to Combinatorial Testing with Constraints
Abstract. Usage of combinatorial testing is wide spreading as an effective technique to reveal unintended feature interaction inside a given system. To this aim, test cases are con...
Andrea Calvagna, Angelo Gargantini
ICFEM
2010
Springer
15 years 2 months ago
Automating Cut-off for Multi-parameterized Systems
Abstract. Verifying that a parameterized system satisfies certain desired properties amounts to verifying an infinite family of the system instances. This problem is undecidable ...
Youssef Hanna, David Samuelson, Samik Basu, Hrides...
DRR
2009
15 years 2 months ago
Using synthetic data safely in classification
When is it safe to use synthetic data in supervised classification? Trainable classifier technologies require large representative training sets consisting of samples labeled with...
Jean Nonnemaker, Henry Baird
ICCV
2009
IEEE
15 years 2 months ago
Modeling 3D human poses from uncalibrated monocular images
This paper introduces an efficient algorithm that reconstructs 3D human poses as well as camera parameters from a small number of 2D point correspondences obtained from uncalibrat...
Xiaolin K. Wei, Jinxiang Chai