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» An algorithm for minimizing the Mumford-Shah functional
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JMLR
2002
160views more  JMLR 2002»
13 years 8 months ago
Kernel Independent Component Analysis
We present a class of algorithms for independent component analysis (ICA) which use contrast functions based on canonical correlations in a reproducing kernel Hilbert space. On th...
Francis R. Bach, Michael I. Jordan
CDC
2010
IEEE
210views Control Systems» more  CDC 2010»
13 years 3 months ago
Advances in moving horizon estimation for nonlinear systems
In the past decade, moving horizon estimation (MHE) has emerged as a powerful technique for estimating the state of a dynamical system in the presence of nonlinearities and disturb...
Angelo Alessandri, Marco Baglietto, Giorgio Battis...
ICASSP
2011
IEEE
13 years 17 days ago
Discrete regression methods on the cone of positive-definite matrices
We consider the problem of fitting a discrete curve to time-labeled data points on the set Pn of all n-by-n symmetric positive-definite matrices. The quality of a curve is measu...
Nicolas Boumal, Pierre-Antoine Absil
COMPGEOM
2005
ACM
13 years 10 months ago
Inclusion-exclusion formulas from independent complexes
Using inclusion-exclusion, we can write the indicator function of a union of finitely many balls as an alternating sum of indicator functions of common intersections of balls. We...
Dominique Attali, Herbert Edelsbrunner
AAECC
2007
Springer
85views Algorithms» more  AAECC 2007»
14 years 3 months ago
Extended Norm-Trace Codes with Optimized Correction Capability
We consider a generalization of the codes defined by norm and trace functions on finite fields introduced by Olav Geil. The codes in the new family still satisfy Geil’s dualit...
Maria Bras-Amorós, Michael E. O'Sullivan