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CORR
2010
Springer
136views Education» more  CORR 2010»
15 years 4 months ago
An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA
Many problems in machine learning and statistics can be formulated as (generalized) eigenproblems. In terms of the associated optimization problem, computing linear eigenvectors a...
Matthias Hein, Thomas Bühler
AAAI
2007
15 years 9 months ago
A Distributed Constraint Optimization Solution to the P2P Video Streaming Problem
The future success of application layer video multicast depends on the availability of video stream distribution methods that can scale in the number of stream senders and receive...
Theodore Elhourani, Nathan Denny, Michael M. Maref...
CVPR
2007
IEEE
16 years 9 months ago
A practical algorithm for L triangulation with outliers
This paper addresses the problem of robust optimal multi-view triangulation. We propose an abstract framework, as well as a practical algorithm, which finds the best 3D reconstruc...
Hongdong Li
GECCO
2009
Springer
134views Optimization» more  GECCO 2009»
15 years 11 months ago
BBOB-benchmarking two variants of the line-search algorithm
The restarted line search, or coordinate-wise search, algorithm is tested on the BBOB 2009 testbed. Two different univariate search algorithms (fminbnd from MATLAB and STEP) were...
Petr Posik
NIPS
2003
15 years 8 months ago
Geometric Clustering Using the Information Bottleneck Method
We argue that K–means and deterministic annealing algorithms for geometric clustering can be derived from the more general Information Bottleneck approach. If we cluster the ide...
Susanne Still, William Bialek, Léon Bottou