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CORR
2008
Springer
142views Education» more  CORR 2008»
15 years 7 months ago
A Gaussian Belief Propagation Solver for Large Scale Support Vector Machines
Support vector machines (SVMs) are an extremely successful type of classification and regression algorithms. Building an SVM entails solving a constrained convex quadratic program...
Danny Bickson, Elad Yom-Tov, Danny Dolev
IPPS
2010
IEEE
15 years 5 months ago
Large-scale multi-dimensional document clustering on GPU clusters
Document clustering plays an important role in data mining systems. Recently, a flocking-based document clustering algorithm has been proposed to solve the problem through simulat...
Yongpeng Zhang, Frank Mueller, Xiaohui Cui, Thomas...
IEEEPACT
2005
IEEE
16 years 21 days ago
Memory State Compressors for Giga-Scale Checkpoint/Restore
We propose a checkpoint store compression method for coarse-grain giga-scale checkpoint/restore. This mechanism can be useful for debugging, post-mortem analysis and error recover...
Andreas Moshovos, Alexandros Kostopoulos
178
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CVPR
2007
IEEE
16 years 9 months ago
Shape from Planar Curves: A Linear Escape from Flatland
We revisit the problem of recovering 3D shape from the projection of planar curves on a surface. This problem is strongly motivated by perception studies. Applications include sin...
Ady Ecker, Kiriakos N. Kutulakos, Allan D. Jepson
CHI
2004
ACM
16 years 7 months ago
FingerSense: augmenting expressiveness to physical pushing button by fingertip identification
In this paper, we propose a novel method, FingerSense to enhance the expressiveness of physical buttons. In a FingerSense enabled input device, a pressing action is differentiated...
Jingtao Wang, John F. Canny