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CORR
2007
Springer
129views Education» more  CORR 2007»
15 years 6 months ago
A Tutorial on Spectral Clustering
In recent years, spectral clustering has become one of the most popular modern clustering algorithms. It is simple to implement, can be solved efficiently by standard linear algeb...
Ulrike von Luxburg
FOCM
2007
94views more  FOCM 2007»
15 years 6 months ago
Trust-Region Methods on Riemannian Manifolds
A general scheme for trust-region methods on Riemannian manifolds is proposed and analyzed. Among the various approaches available to (approximately) solve the trust-region subpro...
Pierre-Antoine Absil, C. G. Baker, Kyle A. Galliva...
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SIAMJO
2008
93views more  SIAMJO 2008»
15 years 6 months ago
Recursive Trust-Region Methods for Multiscale Nonlinear Optimization
A class of trust-region methods is presented for solving unconstrained nonlinear and possibly nonconvex discretized optimization problems, like those arising in systems governed by...
Serge Gratton, Annick Sartenaer, Philippe L. Toint
CORR
2004
Springer
111views Education» more  CORR 2004»
15 years 6 months ago
Maximum-likelihood decoding of Reed-Solomon Codes is NP-hard
Maximum-likelihood decoding is one of the central algorithmic problems in coding theory. It has been known for over 25 years that maximum-likelihood decoding of general linear cod...
Venkatesan Guruswami, Alexander Vardy
IJSYSC
2000
86views more  IJSYSC 2000»
15 years 6 months ago
Synthesis of minimax optimal controllers for uncertain time-delay systems with structured uncertainty
This paper is concerned with the design of robust state feedback controllers for a class of uncertain time-delay systems. The uncertainty is assumed to satisfy a certain integral ...
S. O. Reza Moheimani, Andrey V. Savkin, Ian R. Pet...