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ICASSP
2011
IEEE
13 years 1 months ago
Exploiting an interplay between norms to analyze scalar quantization schemes
Quantization is intrinsic to several data acquisition systems. This process is especially important in distributed settings, where observations must rst be compressed before they ...
Parimal Parag, Jean-François Chamberland
ORL
2010
56views more  ORL 2010»
13 years 8 months ago
On interval-subgradient and no-good cuts
Interval-gradient cuts are (nonlinear) valid inequalities for nonconvex NLPs defined for constraints g(x) ≤ 0 with g being continuously differentiable in a box [x, ¯x]. In th...
Claudia D'Ambrosio, Antonio Frangioni, Leo Liberti...
CDC
2010
IEEE
166views Control Systems» more  CDC 2010»
13 years 1 months ago
Nuclear norm regularization for overparametrized Hammerstein systems
—In this paper we study the overparametrization scheme for Hammerstein systems [1] in the presence of regularization. The quality of the convex approximation is analysed, that is...
Tillmann Falck, Johan A. K. Suykens, Johan Schouke...
EUMAS
2006
13 years 11 months ago
Norm-Oriented Programming of Electronic Institutions: A Rule-based Approach
Norms constitute a powerful coordination mechanism among heterogeneous agents. We propose means to specify and explicitly manage the normative positions of agents (permissions, pro...
Andrés García-Camino, Juan A. Rodr&i...
CORR
2010
Springer
70views Education» more  CORR 2010»
13 years 10 months ago
Structured sparsity-inducing norms through submodular functions
Sparse methods for supervised learning aim at finding good linear predictors from as few variables as possible, i.e., with small cardinality of their supports. This combinatorial ...
Francis Bach