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» Submodular function minimization
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110
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EOR
2008
159views more  EOR 2008»
15 years 27 days ago
A survey on the continuous nonlinear resource allocation problem
Our problem of interest consists of minimizing a separable, convex and differentiable function over a convex set, defined by bounds on the variables and an explicit constraint des...
Michael Patriksson
79
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TCSV
2008
87views more  TCSV 2008»
15 years 22 days ago
On Iterative Regularization and Its Application
Many existing techniques for image restoration can be expressed in terms of minimizing a particular cost function. Iterative regularization methods are a novel variation on this th...
Michael R. Charest, Peyman Milanfar
74
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TSP
2008
180views more  TSP 2008»
15 years 21 days ago
A Square-Root Nyquist (M) Filter Design for Digital Communication Systems
Designing matched transmit and receive filters such that their combination satisfies the Nyquist condition is a classical problem in digital communication systems. In this paper, ...
Behrouz Farhang-Boroujeny
JMLR
2002
160views more  JMLR 2002»
15 years 14 days 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
125
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TNN
1998
100views more  TNN 1998»
15 years 14 days ago
A dynamical system perspective of structural learning with forgetting
—Structural learning with forgetting is an established method of using Laplace regularization to generate skeletal artificial neural networks. In this paper we develop a continu...
D. A. Miller, J. M. Zurada