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The LASSO risk: asymptotic results and real world examples
Coefficient vector linear observation construct sparse the lasso matrix sequence
2015/8/21
We consider the problem of learning a coefficient vector x0 ∈ RN from noisy linear observation y = Ax0 + w ∈ Rn. In many contexts (ranging from model
selection to image processing) it is desirable to...
Some Asymptotic Results on Extended Sequences Connected with the Regular Continued Fraction
gauss'measure markow chain regulai continued fraction
2009/2/6
Some Asymptotic Results on Extended Sequences Connected with the Regular Continued Fraction。
Some Asymptotic Results for the Semi-Markovian Random Walk with a Special Barrier
Semi-Markovian random walk ergodicity of process asymptotic behaviour weakly convergence
2010/3/1
In this study, the semi-Markovian random walk with a special barrier (X(t)) is considered and under some weak assumptions the ergodicity of this process is discussed. Moreover, the characteristic func...