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» Computation with imprecise probabilities
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ICML
2008
IEEE
16 years 5 months ago
Bolasso: model consistent Lasso estimation through the bootstrap
We consider the least-square linear regression problem with regularization by the 1-norm, a problem usually referred to as the Lasso. In this paper, we present a detailed asymptot...
Francis R. Bach
ICALP
2009
Springer
16 years 4 months ago
Rumor Spreading in Social Networks
Social networks are an interesting class of graphs likely to become of increasing importance in the future, not only theoretically, but also for its probable applications to ad hoc...
Flavio Chierichetti, Silvio Lattanzi, Alessandro P...
SODA
2010
ACM
135views Algorithms» more  SODA 2010»
16 years 1 months ago
Probabilistic Analysis of the Semidefinite Relaxation Detector in Digital Communications
We consider the problem of detecting a vector of symbols that is being transmitted over a fading multiple?input multiple?output (MIMO) channel, where each symbol is an ?th root of...
Anthony Man-Cho So
GECCO
2009
Springer
124views Optimization» more  GECCO 2009»
15 years 11 months ago
Three interconnected parameters for genetic algorithms
When an optimization problem is encoded using genetic algorithms, one must address issues of population size, crossover and mutation operators and probabilities, stopping criteria...
Pedro A. Diaz-Gomez, Dean F. Hougen
ICC
2007
IEEE
121views Communications» more  ICC 2007»
15 years 10 months ago
A Real-Time Hardware-Based Scheduler For Next-Generation Optical Burst Switches
– Optical burst switching (OBS) is a promising technique for next-generation optical switching networks. In traditional OBS, an entire burst is discarded when all output waveleng...
Muhammad T. Anan, Ghulam Chaudhry