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NIPS
2001
13 years 10 months ago
Minimax Probability Machine
When constructing a classifier, the probability of correct classification of future data points should be maximized. In the current paper this desideratum is translated in a very ...
Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib...
FORTE
2003
13 years 10 months ago
Progressive Solutions to a Parallel Automata Equation
In this paper, we consider the problem of deriving a component X of a system knowing the behavior of the whole system C and the other components A. The component X is derived by s...
Sergey Buffalov, Khaled El-Fakih, Nina Yevtushenko...
NIPS
2004
13 years 10 months ago
A Direct Formulation for Sparse PCA Using Semidefinite Programming
We examine the problem of approximating, in the Frobenius-norm sense, a positive, semidefinite symmetric matrix by a rank-one matrix, with an upper bound on the cardinality of its...
Alexandre d'Aspremont, Laurent El Ghaoui, Michael ...
ICPADS
2007
IEEE
14 years 3 months ago
Supporting deadline monotonic policy over 802.11 average service time analysis
In this paper, we propose a real time scheduling policy over 802.11 DCF protocol called Deadline Monotonic (DM). We evaluate the performance of this policy for a simple scenario w...
Inès El Korbi, Leïla Azouz Saïdan...
CORR
2007
Springer
114views Education» more  CORR 2007»
13 years 8 months ago
Self-organizing maps and symbolic data
Abstract. In data analysis new forms of complex data have to be considered like for example (symbolic data, functional data, web data, trees, SQL query and multimedia data,. . . )....
Aïcha El Golli, Brieuc Conan-Guez, Fabrice Ro...