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» A Simplified Idea Algorithm
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137
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NIPS
2004
15 years 6 months ago
Boosting on Manifolds: Adaptive Regularization of Base Classifiers
In this paper we propose to combine two powerful ideas, boosting and manifold learning. On the one hand, we improve ADABOOST by incorporating knowledge on the structure of the dat...
Balázs Kégl, Ligen Wang
SIAMIS
2008
82views more  SIAMIS 2008»
15 years 4 months ago
Inpainting by Flexible Haar-Wavelet Shrinkage
We present novel wavelet-based inpainting algorithms. Applying ideas from anisotropic regularization and diffusion our models can better handle degraded pixels at edges. We interp...
R. H. Chan, Simon Setzer, Gabriele Steidl
117
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AAECC
2000
Springer
81views Algorithms» more  AAECC 2000»
15 years 4 months ago
On Short Multiplications and Divisions
Computing only the low degree terms of the product of two univariate polynomials is called a short multiplication. By decomposition into subproblems, a short multiplication can be ...
Thom Mulders
145
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SIGACT
1998
105views more  SIGACT 1998»
15 years 4 months ago
Everything you wanted to know about the running time of Mergesort but were afraid to ask
Although mergesort is an algorithm that is frequently glossed over in textbooks, it provides fertile ground for planting ideas about algorithm analysis in the minds of students. A...
Ian Parberry
CORR
2010
Springer
171views Education» more  CORR 2010»
15 years 3 months ago
Graphical Models Concepts in Compressed Sensing
This paper surveys recent work in applying ideas from graphical models and message passing algorithms to solve large scale regularized regression problems. In particular, the focu...
Andrea Montanari