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71
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AAI
2008
69views more  AAI 2008»
15 years 17 days ago
Learning Random Numbers: a MATLAB Anomaly
Petr Savický, Marko Robnik-Sikonja
59
Voted
JC
2002
49views more  JC 2002»
15 years 3 days ago
The covering number in learning theory
Ding-Xuan Zhou
CORR
2010
Springer
275views Education» more  CORR 2010»
15 years 16 days ago
Dictionary Optimization for Block-Sparse Representations
Recent work has demonstrated that using a carefully designed dictionary instead of a predefined one, can improve the sparsity in jointly representing a class of signals. This has m...
Kevin Rosenblum, Lihi Zelnik-Manor, Yonina C. Elda...
CVPR
2010
IEEE
15 years 2 months ago
Co-clustering of Image Segments Using Convex Optimization Applied to EM Neuronal Reconstruction
This paper addresses the problem of jointly clustering two segmentations of closely correlated images. We focus in particular on the application of reconstructing neuronal structu...
Shiv Vitaladevuni, Ronen Basri
101
Voted
ICML
2006
IEEE
16 years 1 months ago
A new approach to data driven clustering
We consider the problem of clustering in its most basic form where only a local metric on the data space is given. No parametric statistical model is assumed, and the number of cl...
Arik Azran, Zoubin Ghahramani