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ICDM
2007
IEEE
97views Data Mining» more  ICDM 2007»
16 years 26 days ago
Supervised Learning by Training on Aggregate Outputs
Supervised learning is a classic data mining problem where one wishes to be be able to predict an output value associated with a particular input vector. We present a new twist on...
David R. Musicant, Janara M. Christensen, Jamie F....
ISBI
2007
IEEE
16 years 25 days ago
Direct Reconstruction of Spiral Mri Using Least Squares Quantization Table
The least squares quantization table (LSQT) method is proposed to accelerate the direct Fourier transform for reconstructing images from nonuniformly sampled data, similar to the ...
Dong Liang, Edmund Y. Lam, George S. K. Fung
CORR
2007
Springer
52views Education» more  CORR 2007»
15 years 6 months ago
Hierarchical Unambiguity
Abstract. We develop techniques to investigate relativized hierarchical unambiguous computation. We apply our techniques to push forward some known constructs involving relativized...
Holger Spakowski, Rahul Tripathi
ICML
2007
IEEE
16 years 7 months ago
Unsupervised estimation for noisy-channel models
Shannon's Noisy-Channel model, which describes how a corrupted message might be reconstructed, has been the corner stone for much work in statistical language and speech proc...
Markos Mylonakis, Khalil Sima'an, Rebecca Hwa
ICRA
2007
IEEE
176views Robotics» more  ICRA 2007»
16 years 25 days ago
Bipedal Walking and Running with Compliant Legs
— Passive dynamics plays an important role in legged locomotion of the biological systems. The use of passive dynamics is expected for energy efficiency, self-stabilization agai...
Fumiya Iida, Juergen Rummel, André Seyfarth